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Jean-Philippe Thiran

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affiliation: Swiss Federal Institute of Technology in Lausanne, Switzerland

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2020 – today

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2025
[i66]
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  - journals/corr/abs-2503-01462
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A. Tajja, Amir Aghabiglou, Emma Tolley, Jean-Paul Kneib, Jean-Philippe Thiran, Yves Wiaux:
S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging. CoRR abs/2503.01462 (2025)
[i65]
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  - journals/corr/abs-2503-17238
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Devavrat Tomar, Guillaume Vray, Dwarikanath Mahapatra, Sudipta Roy, Jean-Philippe Thiran, Behzad Bozorgtabar:
Slide-Level Prompt Learning with Vision Language Models for Few-Shot Multiple Instance Learning in Histopathology. CoRR abs/2503.17238 (2025)
2024
[j128]
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  - journals/cbm/StegmullerABCPVT24
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Thomas Stegmüller, Christian Abbet, Behzad Bozorgtabar, Holly Clarke, Patrick Petignat, Pierre Vassilakos, Jean-Philippe Thiran:
Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime. Comput. Biol. Medicine 169: 107809 (2024)
[j127]
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  - journals/tci/BeuretBST24
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Samuel Beuret, Adrien Besson, Akihiro Sugimoto, Jean-Philippe Thiran:
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound. IEEE Trans. Computational Imaging 10: 1191-1206 (2024)
[j126]
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Samuel Beuret, Jean-Philippe Thiran:
Windowed Radon Transform and Tensor Rank-1 Decomposition for Adaptive Beamforming in Ultrafast Ultrasound. IEEE Trans. Medical Imaging 43(1): 135-148 (2024)
[j125]
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Samuel Beuret, Baptiste Hériard-Dubreuil, Naiara Korta Martiartu, Michael Jaeger, Jean-Philippe Thiran:
Windowed Radon Transform for Robust Speed-of-Sound Imaging With Pulse-Echo Ultrasound. IEEE Trans. Medical Imaging 43(4): 1579-1593 (2024)
[j124]
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Guillaume Vray, Devavrat Tomar, Behzad Bozorgtabar, Jean-Philippe Thiran:
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology. IEEE Trans. Medical Imaging 43(5): 2021-2032 (2024)
[c214]
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  - conf/aaai/MahapatraBG0T24
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Dwarikanath Mahapatra, Behzad Bozorgtabar, Zongyuan Ge, Mauricio Reyes, Jean-Philippe Thiran:
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification. AAAI 2024: 21378-21386
[c213]
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  - conf/embc/ConstantinAZLJJ24
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Loris Constantin, Clémentine Aguet, Jérôme Van Zaen, Alia Lemkaddem, Loïc Jeanningros, Kurt De Jaegere, Sebastian R. Ott, Anne-Kathrin Brill, Christian M. Horvath, Jean-Philippe Thiran, Mathieu Lemay, Fabian Braun:
PPG-Based Sleep Staging Using SleepPPGNet: Extension to Wearables, Improvements, Limitations. EMBC 2024: 1-4
[c212]
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Roser Viñals, Jean-Philippe Thiran:
Sequential CNN-Based Enhancement of Ultrafast Ultrasound Imaging for Sparse Arrays. EUSIPCO 2024: 755-759
[c211]
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Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars:
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping. ICLR 2024
[c210]
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Devavrat Tomar, Guillaume Vray, Jean-Philippe Thiran, Behzad Bozorgtabar:
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation. ICLR 2024
[c209]
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Remy Gardier, Arnaud Savoy, Juan Luis Villarreal-Haro, Gabriel Girard, Erick Jorge Canales-Rodríguez, Elda Fischi Gomez, Andreea Hertanu, Ileana O. Jelescu, Jonathan Rafael-Patino, Jean-Philippe Thiran:
Comparing Steam and PGSE Diffusion MRI Signal of RAT Lymph Nodes Using In-Silico Simulations. ISBI 2024: 1-5
[c208]
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Rizhong Lin, Ali Gholipour, Jean-Philippe Thiran, Davood Karimi, Hamza Kebiri, Meritxell Bach Cuadra:
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains. ISBI 2024: 1-5
[c207]
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Daniel Vallejo-Aldana, Alonso Ramirez-Manzanares, Erick Jorge Canales-Rodríguez, Thomas Yu, Abraham Cisneros-Mejorado, Luis Concha, Jonathan Rafael-Patino, Jean-Philippe Thiran:
In-Silico Trained AI for Enhanced T2 Spectrum Imaging and Myelin Water Fraction Mapping in Preclinical 7T MRI. ISBI 2024: 1-5
[c206]
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  - conf/miccai/BodenmannGDCPBGPKTRGKB24
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Tobias R. Bodenmann, Nelson Gil, Felix J. Dorfner, Mason C. Cleveland, Jay B. Patel, Shreyas Bhat Brahmavar, Melisa S. Guelen, Dagoberto Pulido-Arias, Jayashree Kalpathy-Cramer, Jean-Philippe Thiran, Bruce R. Rosen, Elizabeth R. Gerstner, Albert E. Kim, Christopher P. Bridge:
Multimodal Deep Learning-Based Prediction of Immune Checkpoint Inhibitor Efficacy in Brain Metastases. CaPTion@MICCAI 2024: 37-47
[d13]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (1/6). Version 1.0.0. Zenodo, 2024 [all versions]
[d12]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6). Version 1.0.0. Zenodo, 2024 [all versions]
[d11]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (3/6). Version 1.0.0. Zenodo, 2024 [all versions]
[d10]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (4/6). Version 1.0.0. Zenodo, 2024 [all versions]
[d9]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (5/6). Version 1.0.0. Zenodo, 2024 [all versions]
[d8]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (6/6). Version 1.0.0. Zenodo, 2024 [all versions]
[d7]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6). Version 2. Zenodo, 2024 [all versions]
[d6]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (3/6). Version 2. Zenodo, 2024 [all versions]
[d5]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (4/6). Version 2. Zenodo, 2024 [all versions]
[d4]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (5/6). Version 2. Zenodo, 2024 [all versions]
[d3]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (6/6). Version 2. Zenodo, 2024 [all versions]
[d2]
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (1/6). Version 2. Zenodo, 2024 [all versions]
[i64]
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  - journals/corr/abs-2401-08328
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Devavrat Tomar, Guillaume Vray, Jean-Philippe Thiran, Behzad Bozorgtabar:
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation. CoRR abs/2401.08328 (2024)
[i63]
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  - journals/corr/abs-2406-12082
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Anna Susmelj, Mael Macuglia, Natasa Tagasovska, Reto Sutter, Sebastiano Caprara, Jean-Philippe Thiran, Ender Konukoglu:
Uncertainty modeling for fine-tuned implicit functions. CoRR abs/2406.12082 (2024)
[i62]
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  - journals/corr/abs-2406-16085
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Thomas Stegmüller, Tim Lebailly, Nikola Dukic, Behzad Bozorgtabar, Tinne Tuytelaars, Jean-Philippe Thiran:
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation. CoRR abs/2406.16085 (2024)
[i61]
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  - journals/corr/abs-2407-18695
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Sohyeong Kim, Martin Danelljan, Radu Timofte, Luc Van Gool, Jean-Philippe Thiran:
PIV3CAMS: a multi-camera dataset for multiple computer vision problems and its application to novel view-point synthesis. CoRR abs/2407.18695 (2024)
[i60]
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  - journals/corr/abs-2409-01195
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Rizhong Lin, Hamza Kebiri, Ali Gholipour, Yufei Chen, Jean-Philippe Thiran, Davood Karimi, Meritxell Bach Cuadra:
Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains. CoRR abs/2409.01195 (2024)
[i59]
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  - journals/corr/abs-2409-07402
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Benoit Dufumier, Javiera Castillo-Navarro, Devis Tuia, Jean-Philippe Thiran:
What to align in multimodal contrastive learning? CoRR abs/2409.07402 (2024)
2023
[j123]
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  - journals/fini/VillarrealHaroGCGGTR23
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Juan Luis Villarreal-Haro, Remy Gardier, Erick Jorge Canales-Rodríguez, Elda Fischi Gomez, Gabriel Girard, Jean-Philippe Thiran, Jonathan Rafael-Patino:
CACTUS: a computational framework for generating realistic white matter microstructure substrates. Frontiers Neuroinformatics 17 (2023)
[j122]
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  - journals/jimaging/VinalsT23
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Roser Viñals, Jean-Philippe Thiran:
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning. J. Imaging 9(12): 256 (2023)
[j121]
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  - journals/neuroimage/GirardRTAANPBABGOBPBSDSCBPFS23
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Gabriel Girard, Jonathan Rafael-Patino, Raphaël Truffet, Dogu Baran Aydogan, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Sara Bosticardo, Ilaria Gabusi, Mario Ocampo-Pineda, Matteo Battocchio, Zuzana Piskorova, Pietro Bontempi, Simona Schiavi, Alessandro Daducci, Aleksandra Stafiej, Dominika Ciupek, Fabian Bogusz, Tomasz Pieciak, Matteo Frigo, Sara Sedlar, Samuel Deslauriers-Gauthier, Ivana Kojcic, Mauro Zucchelli, Hiba Laghrissi, Yang Ji, Rachid Deriche, Kurt G. Schilling, Bennett A. Landman, Alberto Cacciola, Gianpaolo Antonio Basile, Salvatore Bertino, Nancy Newlin, Praitayini Kanakaraj, Francois Rheault, Patryk Filipiak, Timothy M. Shepherd, Ying-Chia Lin, Dimitris G. Placantonakis, Fernando E. Boada, Steven H. Baete, Erick Hernandez-Gutierrez, Alonso Ramirez-Manzanares, Ricardo Coronado-Leija, Pablo Stack-Sánchez, Luis Concha, Maxime Descoteaux, Sina Mansour L, Caio Seguin, Andrew Zalesky, Kenji Marshall, Erick Jorge Canales-Rodríguez, Ye Wu, Sahar Ahmad, Pew-Thian Yap, Antoine Théberge, Florence Gagnon, Frédéric Massi, Elda Fischi Gomez, Remy Gardier, Juan Luis Villarreal-Haro, Marco Pizzolato, Emmanuel Caruyer, Jean-Philippe Thiran:
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge. NeuroImage 277: 120231 (2023)
[c205]
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  - conf/cinc/JeanningrosBTHPPLMDVTPLB23
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Loïc Jeanningros, Mathieu Le Bloa, Cheryl Teres, Claudia Herrera, Alessandra Porretta, Patrizio Pascale, Adrian Luca, Jorge Solana Muñoz, Giulia Domenichini, Jean-Marc Vesin, Jean-Philippe Thiran, Etienne Pruvot, Mathieu Lemay, Fabian Braun:
A Comparative Study on Detecting Heart Beats in Photoplethysmography Signals in Presence of Various Cardiac Arrhythmias. CinC 2023: 1-4
[c204]
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Loïc Jeanningros, Jérôme Van Zaen, Clémentine Aguet, Mathieu Le Bloa, Alessandra Porretta, Cheryl Teres, Claudia Herrera, Giulia Domenichini, Patrizio Pascale, Adrian Luca, Jorge Solana Muñoz, Jean-Marc Vesin, Jean-Philippe Thiran, Etienne Pruvot, Mathieu Lemay, Fabian Braun:
Abnormal Cardiac Rhythm Detection Based on Photoplethysmography Signals and a Recurrent Neural Network. CinC 2023: 1-4
[c203]
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  - conf/cvpr/StegmullerLBTT23
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Thomas Stegmüller, Tim Lebailly, Behzad Bozorgtabar, Tinne Tuytelaars, Jean-Philippe Thiran:
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning. CVPR 2023: 7000-7009
[c202]
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Devavrat Tomar, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran:
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation. CVPR 2023: 20341-20350
[c201]
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Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars:
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning. ICCV 2023: 16459-16468
[c200]
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Antoine Madrona, Sebastian Otálora, Elda Fischi Gomez, Veronica Ravano, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Roland Wiest, Richard McKinley, Jonas Richiardi, Jonathan Rafael-Patino:
Federated Learning on Heterogeneous Diffusion-Weighted Imaging Data for Acute Stroke Infarct Segmentation. ISBI 2023: 1-5
[c199]
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Jean-Philippe Thiran:
AMAE: Adaptation of Pre-trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays. MICCAI (1) 2023: 195-205
[c198]
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Thomas Stegmüller, Behzad Bozorgtabar, Antoine Spahr, Jean-Philippe Thiran:
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification. WACV 2023: 6159-6168
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Thomas Stegmüller, Christian Abbet, Behzad Bozorgtabar, Holly Clarke, Patrick Petignat, Pierre Vassilakos, Jean-Philippe Thiran:
Self-Supervised Learning-Based Cervical Cytology Diagnostics in Low-Data Regime and Low-Resource Setting. CoRR abs/2302.05195 (2023)
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Devavrat Tomar, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran:
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation. CoRR abs/2303.09870 (2023)
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Thomas Stegmüller, Tim Lebailly, Behzad Bozorgtabar, Tinne Tuytelaars, Jean-Philippe Thiran:
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning. CoRR abs/2303.13245 (2023)
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Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars:
Adaptive Similarity Bootstrapping for Self-Distillation. CoRR abs/2303.13606 (2023)
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Yasaman Haghighi, Suryansh Kumar, Jean-Philippe Thiran, Luc Van Gool:
Neural Implicit Dense Semantic SLAM. CoRR abs/2304.14560 (2023)
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Juan Luis Villarreal-Haro, Remy Gardier, Erick Jorge Canales-Rodríguez, Elda Fischi Gomez, Gabriel Girard, Jean-Philippe Thiran, Jonathan Rafael-Patino:
CACTUS: A Computational Framework for Generating Realistic White Matter Microstructure Substrates. CoRR abs/2305.16109 (2023)
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Nataliia Molchanova, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Till Huelnhagen, Jonas Richiardi:
Fast refacing of MR images with a generative neural network lowers re-identification risk and preserves volumetric consistency. CoRR abs/2305.16922 (2023)
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Guillaume Vray, Devavrat Tomar, Behzad Bozorgtabar, Jean-Philippe Thiran:
Source-Free Open-Set Domain Adaptation for Histopathological Images via Distilling Self-Supervised Vision Transformer. CoRR abs/2307.04596 (2023)
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Jean-Philippe Thiran:
AMAE: Adaptation of Pre-Trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays. CoRR abs/2307.12721 (2023)
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Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars:
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping. CoRR abs/2310.07855 (2023)
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  - journals/corr/abs-2312-14773
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Rizhong Lin, Ali Gholipour, Jean-Philippe Thiran, Davood Karimi, Hamza Kebiri, Meritxell Bach Cuadra:
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains. CoRR abs/2312.14773 (2023)
2022
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Pushpak Pati, Guillaume Jaume, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani:
Hierarchical graph representations in digital pathology. Medical Image Anal. 75: 102264 (2022)
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Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-rule to multi-adapt: Generalized multi-source feature learning using unsupervised domain adaptation for colorectal cancer tissue detection. Medical Image Anal. 79: 102473 (2022)
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Chiara Maffei, Gabriel Girard, Kurt G. Schilling, Dogu Baran Aydogan, Nagesh Adluru, Andrey Zhylka, Ye Wu, Matteo Mancini, Andac Hamamci, Alessia Sarica, Achille Teillac, Steven H. Baete, Davood Karimi, Fang-Cheng Yeh, Mert E. Yildiz, Ali Gholipour, Yann Bihan-Poudec, Bassem Hiba, Andrea Quattrone, Aldo Quattrone, Tommy Boshkovski, Nikola Stikov, Pew-Thian Yap, Alberto De Luca, Josien P. W. Pluim, Alexander Leemans, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Bennett A. Landman, Erick Jorge Canales-Rodríguez, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Gaëtan Rensonnet, Simona Schiavi, Alessandro Daducci, Marco Pizzolato, Elda Fischi Gomez, Jean-Philippe Thiran, George Dai, Giorgia Grisot, Nikola Lazovski, Santi Puch, Marc Ramos, Paulo Rodrigues, Vesna Prckovska, Robert Jones, Julia Lehman, Suzanne N. Haber, Anastasia Yendiki:
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI. NeuroImage 257: 119327 (2022)
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Philipp J. Koch, Gabriel Girard, Julia Brügger, Andéol Cadic-Melchior, Elena Beanato, Chang-Hyun Park, Takuya Morishita, Maximilian Jonas Wessel, Marco Pizzolato, Erick Jorge Canales-Rodríguez, Elda Fischi Gomez, Simona Schiavi, Alessandro Daducci, Gian Franco Piredda, Tom Hilbert, Tobias Kober, Jean-Philippe Thiran, Friedhelm C. Hummel:
Evaluating reproducibility and subject-specificity of microstructure-informed connectivity. NeuroImage 258: 119356 (2022)
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Jean-Philippe Thiran:
Anomaly Detection and Localization Using Attention-Guided Synthetic Anomaly and Test-Time Adaptation. BMVC 2022: 472
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Loïc Jeanningros, Fabian Braun, Jérôme Van Zaen, Mathieu Le Bloa, Alessandra Porretta, Cheryl Teres, Claudia Herrera, Giulia Domenichini, Patrice Carroz, Denis Graf, Patrizio Pascale, Jean-Marc Vesin, Jean-Philippe Thiran, Etienne Pruvot, Mathieu Lemay:
Pulse Wave Analysis of Photoplethysmography Signals to Enhance Classification of Cardiac Arrhythmias. CinC 2022: 1-4
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Manuel Cherep, Mikolaj Kegler, Jean-Philippe Thiran, Pablo Mainar:
Mental Flow Estimation Through Wearable EEG. EMBC 2022: 4672-4678
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Veronica Ravano, Jean-François Démonet, Daniel Damian, Reto Meuli, Gian Franco Piredda, Till Huelnhagen, Bénédicte Maréchal, Jean-Philippe Thiran, Tobias Kober, Jonas Richiardi:
Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency. MLCN@MICCAI 2022: 83-92
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Devavrat Tomar, Guillaume Vray, Jean-Philippe Thiran, Behzad Bozorgtabar:
OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift. MIDL 2022: 1192-1217
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Simon Narduzzi, Engin Türetken, Jean-Philippe Thiran, L. Andrea Dunbar:
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform. SDS 2022: 1-6
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Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran:
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation. WACV 2022: 1737-1747
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Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran:
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data. IEEE DataPort, 2022
[i47]
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Francesco La Rosa, Maxence Wynen, Omar Al-Louzi, Erin S. Beck, Till Huelnhagen, Pietro Maggi, Jean-Philippe Thiran, Tobias Kober, Russell T. Shinohara, Pascal Sati, Daniel S. Reich, Cristina Granziera, Martina Absinta, Meritxell Bach Cuadra:
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues. CoRR abs/2201.07463 (2022)
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Thomas Yu, Tom Hilbert, Gian Franco Piredda, Arun Joseph, Gabriele Bonanno, Salim Zenkhri, Patrick Omoumi, Meritxell Bach Cuadra, Erick Jorge Canales-Rodríguez, Tobias Kober, Jean-Philippe Thiran:
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI. CoRR abs/2201.12535 (2022)
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Thomas Stegmüller, Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran:
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification. CoRR abs/2202.07570 (2022)
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Simon Narduzzi, Engin Türetken, Jean-Philippe Thiran, L. Andrea Dunbar:
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform. CoRR abs/2208.11011 (2022)
2021
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Francesco La Rosa, Thomas Yu, Germán Barquero, Jean-Philippe Thiran, Cristina Granziera, Meritxell Bach Cuadra:
MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients. Comput. Biol. Medicine 132: 104297 (2021)
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Marica Pesce, Audrey Repetti, Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux:
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors. J. Imaging 7(11): 226 (2021)
[j114]
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Thomas Yu, Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Elda Fischi Gomez, Matthias Weigel, Muhamed Barakovic, Meritxell Bach Cuadra, Cristina Granziera, Tobias Kober, Jean-Philippe Thiran:
Model-informed machine learning for multi-component T2 relaxometry. Medical Image Anal. 69: 101940 (2021)
[j113]
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Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Nicolas Kunz, Caroline Pot, Thomas Yu, Raymond Salvador, Edith Pomarol-Clotet, Tobias Kober, Jean-Philippe Thiran, Alessandro Daducci:
Comparison of non-parametric T₂ relaxometry methods for myelin water quantification. Medical Image Anal. 69: 101959 (2021)
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Muhamed Barakovic, Chantal M. W. Tax, Umesh S. Rudrapatna, Maxime Chamberland, Jonathan Rafael-Patino, Cristina Granziera, Jean-Philippe Thiran, Alessandro Daducci, Erick Jorge Canales-Rodríguez, Derek K. Jones:
Resolving bundle-specific intra-axonal T₂ values within a voxel using diffusion-relaxation tract-based estimation. NeuroImage 227: 117617 (2021)
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Christoph Leuze, Maged Goubran, Muhamed Barakovic, Markus Aswendt, Qiyuan Tian, Brian Hsueh, A. Crow, E. M. M. Weber, Gary Steinberg, Michael Zeineh, E. D. Plowey, Alessandro Daducci, Giorgio M. Innocenti, Jean-Philippe Thiran, Karl Deisseroth, Jennifer A. McNab:
Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain. NeuroImage 228: 117692 (2021)
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Kurt G. Schilling, François Rheault, Laurent Petit, Colin B. Hansen, Vishwesh Nath, Fang-Cheng Yeh, Gabriel Girard, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Elda Fischi Gomez, Marco Pizzolato, Mario Ocampo-Pineda, Simona Schiavi, Erick Jorge Canales-Rodríguez, Alessandro Daducci, Cristina Granziera, Giorgio M. Innocenti, Jean-Philippe Thiran, Laura Mancini, Stephen J. Wastling, Sirio Cocozza, Maria Petracca, Giuseppe Pontillo, Matteo Mancini, Sjoerd B. Vos, Vejay N. Vakharia, John S. Duncan, Helena Melero, Lidia Manzanedo, Emilio Sanz-Morales, Ángel Peña-Melián, Fernando Calamante, Arnaud Attye, Ryan P. Cabeen, Laura Korobova, Arthur W. Toga, Anupa Ambili Vijayakumari, Drew Parker, Ragini Verma, Ahmed M. Radwan, Stefan Sunaert, Louise Emsell, Alberto De Luca, Alexander Leemans, Claude J. Bajada, Hamied A. Haroon, Hojjatollah Azadbakht, Maxime Chamberland, Sila Genc, Chantal M. W. Tax, Ping Hong Yeh, Rujirutana Srikanchana, Colin D. Mcknight, Joseph Yuan-Mou Yang, Jian Chen, Claire E. Kelly, Chun-Hung Yeh, Jérôme Cochereau, Jerome J. Maller, Thomas Welton, Fabien Almairac, Kiran K. Seunarine, Chris A. Clark, Fan Zhang, Nikos Makris, Alexandra J. Golby, Yogesh Rathi, Lauren J. O'Donnell, Yihao Xia, Dogu Baran Aydogan, Yonggang Shi, Francisco Guerreiro Fernandes, Mathijs Raemaekers, Shaun Warrington, Stijn Michielse, Alonso Ramirez-Manzanares, Luis Concha, Ramón Aranda, Mariano Rivera Meraz, Garikoitz Lerma-Usabiaga, Lucas Roitman, Lucius S. Fekonja, Navona Calarco, Michael Joseph, Hajer Nakua, Aristotle N. Voineskos, Philippe Karan, Gabrielle Grenier, Jon Haitz Legarreta, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Andrew L. Alexander, Koji Kamagata, Yuya Saito, Wataru Uchida, Christina Andica, Masahiro Abe, Roza G. Bayrak, Claudia A. M. Gandini Wheeler-Kingshott, Egidio D'Angelo, Fulvia Palesi, Giovanni Savini, Nicolò Rolandi, Pamela Guevara, Josselin Houenou, Narciso López-López, Jean-François Mangin, Cyril Poupon, Claudio Román, Andrea Vázquez, Chiara Maffei, Mavilde Arantes, José Paulo Andrade, Susana Maria Silva, Vince D. Calhoun, Eduardo Caverzasi, Simone Sacco, Michael Lauricella, Franco Pestilli, Daniel Bullock, Yang Zhan, Edith Brignoni-Pérez, Catherine Lebel, Jess E. Reynolds, Igor Nestrasil, René Labounek, Christophe Lenglet, Amy Paulson, Stefania Aulicka, Sarah R. Heilbronner, Katja Heuer, Bramsh Qamar Chandio, Javier Guaje, Wei Tang, Eleftherios Garyfallidis, Rajikha Raja, Adam W. Anderson, Bennett A. Landman, Maxime Descoteaux:
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? NeuroImage 243: 118502 (2021)
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Erick Jorge Canales-Rodríguez, Marco Pizzolato, Thomas Yu, Gian Franco Piredda, Tom Hilbert, Joaquim Radua, Tobias Kober, Jean-Philippe Thiran:
Revisiting the T₂ spectrum imaging inverse problem: Bayesian regularized non-negative least squares. NeuroImage 244: 118582 (2021)
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Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran:
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking. IEEE Trans. Medical Imaging 40(3): 1078-1089 (2021)
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Devavrat Tomar, Manana Lortkipanidze, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation. IEEE Trans. Medical Imaging 40(10): 2926-2938 (2021)
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Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta, Anna Maria Anniciello, Florinda Feroce, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel:
Quantifying Explainers of Graph Neural Networks in Computational Pathology. CVPR 2021: 8106-8116
[c189]
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Mohammad Saeed Rad, Thomas Yu, Behzad Bozorgtabar, Jean-Philippe Thiran:
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images. ICCVW 2021: 1845-1854
[c188]
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Behzad Bozorgtabar, Guillaume Vray, Dwarikanath Mahapatra, Jean-Philippe Thiran:
SOoD: Self-Supervised Out-of-Distribution Detection Under Domain Shift for Multi-Class Colorectal Cancer Tissue Types. ICCVW 2021: 3317-3326
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Elda Fischi Gomez, Jonathan Rafael-Patino, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Tobias Kober, Erick Jorge Canales-Rodríguez, Jean-Philippe Thiran:
Multi-Compartment Diffusion Mri, T2 Relaxometry And Myelin Water Imaging As Neuroimaging Descriptors For Anomalous Tissue Detection. ISBI 2021: 307-311
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Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-Taught Semi-Supervised Anomaly Detection On Upper Limb X-Rays. ISBI 2021: 1632-1636
[c185]
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  - conf/miccai/Rafael-PatinoGT21
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Jonathan Rafael-Patino, Gabriel Girard, Raphaël Truffet, Marco Pizzolato, Jean-Philippe Thiran, Emmanuel Caruyer:
The Microstructural Features of the Diffusion-Simulated Connectivity (DiSCo) Dataset. CDMRI@MICCAI 2021: 159-170
[c184]
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Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel:
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs. MICCAI (2) 2021: 636-646
[c183]
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Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping. MIDL 2021: 5-21
[c182]
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Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, Hazim Kemal Ekenel, Behzad Bozorgtabar, Jean-Philippe Thiran:
Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution. WACV 2021: 1589-1598
[i43]
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  - journals/corr/abs-2102-09895
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Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays. CoRR abs/2102.09895 (2021)
[i42]
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  - journals/corr/abs-2102-11057
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Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani:
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology. CoRR abs/2102.11057 (2021)
[i41]
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  - journals/corr/abs-2103-03129
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Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel:
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs. CoRR abs/2103.03129 (2021)
[i40]
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  - journals/corr/abs-2103-03781
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Devavrat Tomar, Manana Lortkipanidze, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation. CoRR abs/2103.03781 (2021)
[i39]
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  - journals/corr/abs-2104-02663
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Mohammad Saeed Rad, Thomas Yu, Behzad Bozorgtabar, Jean-Philippe Thiran:
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images. CoRR abs/2104.02663 (2021)
[i38]
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  - journals/corr/abs-2108-09178
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Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran:
Self-Rule to Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection. CoRR abs/2108.09178 (2021)
[i37]
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  - journals/corr/abs-2110-02117
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Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran:
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation. CoRR abs/2110.02117 (2021)
[i36]
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  - journals/corr/abs-2110-15945
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Dimitris Perdios, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran:
A spline-based spatial impulse response simulator. CoRR abs/2110.15945 (2021)
2020
[j106]
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  - journals/fini/Rafael-PatinoRR20
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Jonathan Rafael-Patino, David Romascano, Alonso Ramirez-Manzanares, Erick Jorge Canales-Rodríguez, Gabriel Girard, Jean-Philippe Thiran:
Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the Substrate Complexity and Parameter Choice on the Reproducibility of Results. Frontiers Neuroinformatics 14: 8 (2020)
[j105]
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  - journals/ijon/RadBMMBET20
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Mohammad Saeed Rad, Behzad Bozorgtabar, Claudiu Musat, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Benefiting from multitask learning to improve single image super-resolution. Neurocomputing 398: 304-313 (2020)
[j104]
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  - journals/jrtip/DemirENPOWTL20
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Bilal Demir, Selman Ergünay, Gokcen Nurlu, Vladan Popovic, Beat Ott, Peter Wellig, Jean-Philippe Thiran, Yusuf Leblebici:
Real-time high-resolution omnidirectional imaging platform for drone detection and tracking. J. Real Time Image Process. 17(5): 1625-1635 (2020)
[j103]
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  - journals/neuroimage/PizzolatoGTDD20
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Marco Pizzolato, Guillaume Gilbert, Jean-Philippe Thiran, Maxime Descoteaux, Rachid Deriche:
Adaptive phase correction of diffusion-weighted images. NeuroImage 206 (2020)
[j102]
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  - journals/neuroimage/GirardCBSAEKDDT20
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Gabriel Girard, Roberto Caminiti, Alexandra Battaglia-Mayer, Etienne St-Onge, Karen Sandø Ambrosen, Simon F. Eskildsen, Kristine Krug, Tim B. Dyrby, Maxime Descoteaux, Jean-Philippe Thiran, Giorgio M. Innocenti:
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data. NeuroImage 221: 117201 (2020)
[j101]
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  - journals/pr/BozorgtabarMT20
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Jean-Philippe Thiran:
ExprADA: Adversarial domain adaptation for facial expression analysis. Pattern Recognit. 100: 107111 (2020)
[c181]
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  - conf/miccai/TruffetRGPBTC20
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Raphaël Truffet, Jonathan Rafael-Patino, Gabriel Girard, Marco Pizzolato, Christian Barillot, Jean-Philippe Thiran, Emmanuel Caruyer:
An Evolutionary Framework for Microstructure-Sensitive Generalized Diffusion Gradient Waveforms. MICCAI (2) 2020: 94-103
[c180]
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  - conf/miccai/LajousHRTDYTLPH20
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Hélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Thomas Yu, Jean-Philippe Thiran, Jean-Baptiste Ledoux, Davide Piccini, Patric Hagmann, Reto Meuli, Tobias Kober, Matthias Stuber, Ruud B. van Heeswijk, Meritxell Bach Cuadra:
T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions. MICCAI (2) 2020: 114-124
[c179]
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Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani:
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification. UNSURE/GRAIL@MICCAI 2020: 208-219
[c178]
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  - conf/miccai/MahapatraBTS20
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Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao:
Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic Guidance. MICCAI (5) 2020: 309-319
[c177]
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  - conf/miccai/BozorgtabarMVT20
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Guillaume Vray, Jean-Philippe Thiran:
SALAD: Self-supervised Aggregation Learning for Anomaly Detection on X-Rays. MICCAI (1) 2020: 468-478
[c176]
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  - conf/miccai/AbbetZBT20
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Christian Abbet, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran:
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer. MICCAI (5) 2020: 480-489
[c175]
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  - conf/miccai/RosaBATRSC20
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Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra:
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI. MICCAI (4) 2020: 584-593
[i35]
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  - journals/corr/abs-2003-14119
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Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao:
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation. CoRR abs/2003.14119 (2020)
[i34]
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  - journals/corr/abs-2007-00311
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Guillaume Jaume, Pushpak Pati, Antonio Foncubierta-Rodríguez, Florinda Feroce, Giosue Scognamiglio, Anna Maria Anniciello, Jean-Philippe Thiran, Orcun Goksel, Maria Gabrani:
Towards Explainable Graph Representations in Digital Pathology. CoRR abs/2007.00311 (2020)
[i33]
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  - journals/corr/abs-2007-00584
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Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani:
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification. CoRR abs/2007.00584 (2020)
[i32]
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  - journals/corr/abs-2007-03053
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Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, Hazim Kemal Ekenel, Behzad Bozorgtabar, Jean-Philippe Thiran:
Benefitting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution. CoRR abs/2007.03053 (2020)
[i31]
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  - journals/corr/abs-2007-03292
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Christian Abbet, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran:
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer. CoRR abs/2007.03292 (2020)
[i30]
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  - journals/corr/abs-2008-02101
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Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao:
Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance. CoRR abs/2008.02101 (2020)
[i29]
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  - journals/corr/abs-2008-06780
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Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra:
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI. CoRR abs/2008.06780 (2020)
[i28]
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  - journals/corr/abs-2008-12750
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Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran:
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging. CoRR abs/2008.12750 (2020)
[i27]
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  - journals/corr/abs-2009-01816
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Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran:
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking. CoRR abs/2009.01816 (2020)
[i26]
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  - journals/corr/abs-2010-09856
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Guillaume Vray, Jean-Philippe Thiran:
Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning. CoRR abs/2010.09856 (2020)
[i25]
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  - journals/corr/abs-2011-12646
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Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel:
Quantifying Explainers of Graph Neural Networks in Computational Pathology. CoRR abs/2011.12646 (2020)

2010 – 2019

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2019
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Philippe Thiran, Mauricio Reyes:
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays. Comput. Vis. Image Underst. 184: 57-65 (2019)
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Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Learn to synthesize and synthesize to learn. Comput. Vis. Image Underst. 185: 1-11 (2019)
[j98]
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  - journals/ejivp/BaghersalimiBSE19
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Saleh Baghersalimi, Behzad Bozorgtabar, Philippe Schmid-Saugeon, Hazim Kemal Ekenel, Jean-Philippe Thiran:
DermoNet: densely linked convolutional neural network for efficient skin lesion segmentation. EURASIP J. Image Video Process. 2019: 71 (2019)
[j97]
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  - journals/neuroimage/Canales-Rodriguez19
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Erick Jorge Canales-Rodríguez, Jon Haitz Legarreta, Marco Pizzolato, Gaëtan Rensonnet, Gabriel Girard, Jonathan Rafael-Patino, Muhamed Barakovic, David Romascano, Yasser Alemán-Gómez, Joaquim Radua, Edith Pomarol-Clotet, Raymond Salvador, Jean-Philippe Thiran, Alessandro Daducci:
Sparse wars: A survey and comparative study of spherical deconvolution algorithms for diffusion MRI. NeuroImage 184: 140-160 (2019)
[j96]
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  - journals/neuroimage/RensonnetSGJWMT19
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  - https://dblp.org/rec/journals/neuroimage/RensonnetSGJWMT19
Gaëtan Rensonnet, Benoît Scherrer, Gabriel Girard, Aleksandar Jankovski, Simon K. Warfield, Benoît Macq, Jean-Philippe Thiran, Maxime Taquet:
Towards microstructure fingerprinting: Estimation of tissue properties from a dictionary of Monte Carlo diffusion MRI simulations. NeuroImage 184: 964-980 (2019)
[j95]
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Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran:
Joint Sparsity With Partially Known Support and Application to Ultrasound Imaging. IEEE Signal Process. Lett. 26(1): 84-88 (2019)
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Adrien Besson, Lucien Roquette, Dimitris Perdios, Matthieu Simeoni, Marcel Arditi, Paul Hurley, Yves Wiaux, Jean-Philippe Thiran:
A Physical Model of Nonstationary Blur in Ultrasound Imaging. IEEE Trans. Computational Imaging 5(3): 381-394 (2019)
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Dimitris Perdios, Adrien Besson, Florian Martinez, Manuel Vonlanthen, Marcel Arditi, Jean-Philippe Thiran:
On Problem Formulation, Efficient Modeling and Deep Neural Networks for High-Quality Ultrasound Imaging : Invited Presentation. CISS 2019: 1-4
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  - conf/cvpr/AghdamBET19
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Omid Abdollahi Aghdam, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Exploring Factors for Improving Low Resolution Face Recognition. CVPR Workshops 2019: 2363-2370
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  - conf/dsd/DemirTL19
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Bilal Demir, Jean-Philippe Thiran, Yusuf Leblebici:
Real-Time Textureless-Region Tolerant High-Resolution Depth Estimation System. DSD 2019: 69-73
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Tanguy Albrici, Mandana Fasounaki, Saleh Bagher Salimi, Guillaume Vray, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran:
G2-VER: Geometry Guided Model Ensemble for Video-based Facial Expression Recognition. FG 2019: 1-6
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Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis. FG 2019: 1-8
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Mohammad Saeed Rad, Behzad Bozorgtabar, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran:
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution. ICCV 2019: 2710-2719
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Behzad Bozorgtabar, Mohammad Saeed Rad, Dwarikanath Mahapatra, Jean-Philippe Thiran:
SynDeMo: Synergistic Deep Feature Alignment for Joint Learning of Depth and Ego-Motion. ICCV 2019: 4209-4218
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Guillaume Jaume, Hazim Kemal Ekenel, Jean-Philippe Thiran:
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents. OST@ICDAR 2019: 1-6
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  - conf/icip/Rafael-PatinoBG19
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Jonathan Rafael-Patino, Muhamed Barakovic, Gabriel Girard, Alessandro Daducci, Jean-Philippe Thiran:
Learning Global Brain Microstructure Maps Using Trainable Sparse Encoders. ICIP 2019: 2926-2930
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Thomas Yu, Marco Pizzolato, Gabriel Girard, Jonathan Rafael-Patino, Erick Jorge Canales-Rodríguez, Jean-Philippe Thiran:
Robust Biophysical Parameter Estimation with a Neural Network Enhanced Hamiltonian Markov Chain Monte Carlo Sampler. IPMI 2019: 818-829
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Marco Pizzolato, Rachid Deriche, Erick Jorge Canales-Rodríguez, Jean-Philippe Thiran:
Spatially Varying Monte Carlo Sure for the Regularization of Biomedical Images. ISBI 2019: 1639-1642
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Thomas Yu, Marco Pizzolato, Erick Jorge Canales-Rodríguez, Jean-Philippe Thiran:
Robust T2 Relaxometry With Hamiltonian MCMC for Myelin Water Fraction Estimation. ISBI 2019: 1813-1817
[i24]
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Guillaume Jaume, An-phi Nguyen, María Rodríguez Martínez, Jean-Philippe Thiran, Maria Gabrani:
edGNN: a Simple and Powerful GNN for Directed Labeled Graphs. CoRR abs/1904.08745 (2019)
[i23]
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Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Philippe Thiran, Mauricio Reyes:
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays. CoRR abs/1904.10781 (2019)
[i22]
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  - journals/corr/abs-1905-00286
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Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Learn to synthesize and synthesize to learn. CoRR abs/1905.00286 (2019)
[i21]
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  - journals/corr/abs-1905-08090
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Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis. CoRR abs/1905.08090 (2019)
[i20]
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  - journals/corr/abs-1905-13538
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Guillaume Jaume, Hazim Kemal Ekenel, Jean-Philippe Thiran:
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents. CoRR abs/1905.13538 (2019)
[i19]
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  - journals/corr/abs-1907-10104
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Omid Abdollahi Aghdam, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Exploring Factors for Improving Low Resolution Face Recognition. CoRR abs/1907.10104 (2019)
[i18]
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  - journals/corr/abs-1907-12488
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Mohammad Saeed Rad, Behzad Bozorgtabar, Claudiu Musat, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Benefiting from Multitask Learning to Improve Single Image Super-Resolution. CoRR abs/1907.12488 (2019)
[i17]
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  - journals/corr/abs-1908-07222
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Mohammad Saeed Rad, Behzad Bozorgtabar, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran:
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution. CoRR abs/1908.07222 (2019)
[i16]
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  - journals/corr/abs-1912-02751
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Anca-Nicoleta Ciubotaru, Arnout Devos, Behzad Bozorgtabar, Jean-Philippe Thiran, Maria Gabrani:
Revisiting Few-Shot Learning for Facial Expression Recognition. CoRR abs/1912.02751 (2019)
2018
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Aya Ibrahim, Shuping Zhang, Federico Angiolini, Marcel Arditi, Shinji Kimura, Satoshi Goto, Jean-Philippe Thiran, Giovanni De Micheli:
Towards Ultrasound Everywhere: A Portable 3D Digital Back-End Capable of Zone and Compound Imaging. IEEE Trans. Biomed. Circuits Syst. 12(5): 968-981 (2018)
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  - conf/eusipco/EnginEET18
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Deniz Engin, Christophe Ecabert, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Face Frontalization for Cross-Pose Facial Expression Recognition. EUSIPCO 2018: 1795-1799
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Adrien Besson, Dimitris Perdios, Yves Wiaux, Jean-Philippe Thiran:
Pulse-Stream Models in Time-of-Flight Imaging. ICASSP 2018: 3389-3393
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Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra:
Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation in the Early Stages of Multiple Sclerosis. BrainLes@MICCAI (1) 2018: 142-151
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Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Mauricio Reyes:
Efficient Active Learning for Image Classification and Segmentation Using a Sample Selection and Conditional Generative Adversarial Network. MICCAI (2) 2018: 580-588
[i15]
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  - journals/corr/abs-1806-05473
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Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Mauricio Reyes:
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network. CoRR abs/1806.05473 (2018)
[i14]
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  - journals/corr/abs-1809-03185
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Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra:
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis. CoRR abs/1809.03185 (2018)
[i13]
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  - journals/corr/abs-1811-03830
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Guillaume Jaume, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran, Maria Gabrani:
Image-Level Attentional Context Modeling Using Nested-Graph Neural Networks. CoRR abs/1811.03830 (2018)
2017
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  - journals/mbec/ProencaBSTL17
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Martin Proença, Fabian Braun, Josep Solà, Jean-Philippe Thiran, Mathieu Lemay:
Noninvasive pulmonary artery pressure monitoring by EIT: a model-based feasibility study. Medical Biol. Eng. Comput. 55(6): 949-963 (2017)
[j91]
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  - journals/neuroimage/GriffaRBBDVTH17
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Alessandra Griffa, Benjamin Ricaud, Kirell Benzi, Xavier Bresson, Alessandro Daducci, Pierre Vandergheynst, Jean-Philippe Thiran, Patric Hagmann:
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems. NeuroImage 155: 490-502 (2017)
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  - journals/taffco/YuceGCT17
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Anil Yüce, Hua Gao, Gabriel Louis Cuendet, Jean-Philippe Thiran:
Action Units and Their Cross-Correlations for Prediction of Cognitive Load during Driving. IEEE Trans. Affect. Comput. 8(2): 161-175 (2017)
[j89]
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Aya Ibrahim, Pascal A. Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Luca Benini, Giovanni De Micheli:
Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging. IEEE Trans. Biomed. Circuits Syst. 11(4): 815-831 (2017)
[j88]
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  - journals/tbe/BraunPSTA17
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Fabian Braun, Martin Proença, Josep Solà, Jean-Philippe Thiran, Andy Adler:
A Versatile Noise Performance Metric for Electrical Impedance Tomography Algorithms. IEEE Trans. Biomed. Eng. 64(10): 2321-2330 (2017)
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Nuri Murat Arar, Hua Gao, Jean-Philippe Thiran:
A Regression-Based User Calibration Framework for Real-Time Gaze Estimation. IEEE Trans. Circuits Syst. Video Technol. 27(12): 2623-2638 (2017)
[j86]
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Jelena Stamenkovic, Leila Guerriero, Paolo Ferrazzoli, Claudia Notarnicola, Felix Greifeneder, Jean-Philippe Thiran:
Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations. IEEE Trans. Geosci. Remote. Sens. 55(9): 4899-4912 (2017)
[c158]
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  - conf/avsp/ZimmermannMET17
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Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining Multiple Views for Visual Speech Recognition. AVSP 2017: 47-52
[c157]
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  - conf/avss/MattiET17
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Damien Matti, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining LiDAR space clustering and convolutional neural networks for pedestrian detection. AVSS 2017: 1-6
[c156]
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Aya Ibrahim, Damien Doy, Claudio Loureiro, Eliéva Pignat, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
Inexpensive 1024-channel 3D telesonography system on FPGA. BioCAS 2017: 1-4
[c155]
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Aya Ibrahim, Damien Doy, Claudio Loureiro, Eliéva Pignat, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
Live demonstration: Inexpensive 1024-channel 3D telesonography system on FPGA. BioCAS 2017: 1
[c154]
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Aya Ibrahim, William Andrew Simon, Damien Doy, Eliéva Pignat, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
Single-FPGA complete 3D and 2D medical ultrasound imager. DASIP 2017: 1-6
[c153]
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  - conf/date/AngioliniISYATM17
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Federico Angiolini, Aya Ibrahim, William Andrew Simon, Ahmet Caner Yuzuguler, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
1024-Channel 3D ultrasound digital beamformer in a single 5W FPGA. DATE 2017: 1225-1228
[c152]
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  - conf/icip/PerdiosBRT17
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Dimitris Perdios, Adrien Besson, Philippe Rossinelli, Jean-Philippe Thiran:
Learning the weight matrix for sparsity averaging in compressive imaging. ICIP 2017: 3056-3060
[c151]
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  - conf/icvs/RadKDTOET17
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Mohammad Saeed Rad, Andreas von Kaenel, Andre Droux, François Tièche, Nabil Ouerhani, Hazim Kemal Ekenel, Jean-Philippe Thiran:
A Computer Vision System to Localize and Classify Wastes on the Streets. ICVS 2017: 195-204
[c150]
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Elena Najdenovska, Constantin Tuleasca, João Jorge, José P. Marques, Philippe Maeder, Jean-Philippe Thiran, Marc Levivier, Meritxell Bach Cuadra:
Towards an Automated Segmentation of the Ventro-Intermediate Thalamic Nucleus. CARE/CLIP@MICCAI 2017: 141-150
[i12]
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  - journals/corr/abs-1710-06160
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Damien Matti, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining LiDAR Space Clustering and Convolutional Neural Networks for Pedestrian Detection. CoRR abs/1710.06160 (2017)
[i11]
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Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System. CoRR abs/1710.07161 (2017)
[i10]
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  - journals/corr/abs-1710-07168
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Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining Multiple Views for Visual Speech Recognition. CoRR abs/1710.07168 (2017)
[i9]
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Mohammad Saeed Rad, Andreas von Kaenel, Andre Droux, François Tièche, Nabil Ouerhani, Hazim Kemal Ekenel, Jean-Philippe Thiran:
A Computer Vision System to Localize and Classify Wastes on the Streets. CoRR abs/1710.11374 (2017)
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Nuri Murat Arar, Jean-Philippe Thiran:
Robust Real-Time Multi-View Eye Tracking. CoRR abs/1711.05444 (2017)
2016
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Pavel Falkovskiy, Daniel Brenner, Thorsten Feiweier, Stephan A. R. Kannengiesser, Bénédicte Maréchal, Tobias Kober, Alexis Roche, Kaely Thostenson, Reto Meuli, Denise Reyes, Tony Stöcker, Matt A. Bernstein, Jean-Philippe Thiran, Gunnar Krueger:
Comparison of accelerated T1-weighted whole-brain structural-imaging protocols. NeuroImage 124: 157-167 (2016)
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Richard F. Betzel, Andrea Avena-Koenigsberger, Joaquín Goñi, Ye He, Marcel A. de Reus, Alessandra Griffa, Petra E. Vértes, Bratislav Misic, Jean-Philippe Thiran, Patric Hagmann, Martijn P. van den Heuvel, Xi-Nian Zuo, Edward T. Bullmore, Olaf Sporns:
Generative models of the human connectome. NeuroImage 124: 1054-1064 (2016)
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Oscar Esteban, Dominique Zosso, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos:
Surface-driven registration method for the structure-informed segmentation of diffusion MR images. NeuroImage 139: 450-461 (2016)
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Gabriel Louis Cuendet, Patrick Schoettker, Anil Yüce, Matteo Sorci, Hua Gao, Christophe Perruchoud, Jean-Philippe Thiran:
Facial Image Analysis for Fully Automatic Prediction of Difficult Endotracheal Intubation. IEEE Trans. Biomed. Eng. 63(2): 328-339 (2016)
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Frank de Morsier, Maurice Borgeaud, Volker Gass, Jean-Philippe Thiran, Devis Tuia:
Kernel Low-Rank and Sparse Graph for Unsupervised and Semi-Supervised Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54(6): 3410-3420 (2016)
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Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System. ACCV Workshops (2) 2016: 264-276
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Ahmet Caner Yuzuguler, William Andrew Simon, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
Demo: Efficient delay and apodization for on-FPGA 3D ultrasound. DASIP 2016: 227-228
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Martin Proença, Fabian Braun, Enric Muntané Calvo, Josep Solà, Andy Adler, Mathieu Lemay, Jean-Philippe Thiran, Stefano F. Rimoldi:
Non-invasive monitoring of pulmonary artery pressure at the bedside. EMBC 2016: 4236-4239
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Nuri Murat Arar, Jean-Philippe Thiran:
Estimating fusion weights of a multi-camera eye tracking system by leveraging user calibration data. ETRA 2016: 225-228
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Adrien Besson, Rafael E. Carrillo, Miaomiao Zhang, Denis Friboulet, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran:
Sparse regularization methods in ultrafast ultrasound imaging. EUSIPCO 2016: 552-556
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William Andrew Simon, Ahmet Caner Yuzuguler, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
Single-FPGA, scalable, low-power, and high-quality 3D ultrasound beamformer. FPL 2016: 1-2
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Ahmet Caner Yuzuguler, William Andrew Simon, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli:
Single-FPGA 3D ultrasound beamformer. FPL 2016: 1
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Adrien Besson, Rafael E. Carrillo, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran:
Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. ICIP 2016: 2509-2513
2015
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Ying-Chia Lin, Alessandro Daducci, Djalel Eddine Meskaldji, Jean-Philippe Thiran, Patrik Michel, Reto Meuli, Gunnar Krueger, Gloria Menegaz, Cristina Granziera:
Quantitative Analysis of Myelin and Axonal Remodeling in the Uninjured Motor Network After Stroke. Brain Connect. 5(7): 401-412 (2015)
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Alessandro Daducci, Erick Jorge Canales-Rodríguez, Hui Zhang, Tim B. Dyrby, Daniel C. Alexander, Jean-Philippe Thiran:
Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data. NeuroImage 105: 32-44 (2015)
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Djalel Eddine Meskaldji, Lana Vasung, David Romascano, Jean-Philippe Thiran, Patric Hagmann, Stephan Morgenthaler, Dimitri Van De Ville:
Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence. NeuroImage 108: 251-264 (2015)
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Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux:
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI. NeuroImage 115: 245-255 (2015)
[j76]
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Sébastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra:
An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization. NeuroImage 118: 584-597 (2015)
[j75]
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Frank de Morsier, Devis Tuia, Maurice Borgeaud, Volker Gass, Jean-Philippe Thiran:
Cluster validity measure and merging system for hierarchical clustering considering outliers. Pattern Recognit. 48(4): 1478-1489 (2015)
[j74]
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  - journals/prl/RingevalEKYTELS15
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Fabien Ringeval, Florian Eyben, Eleni Kroupi, Anil Yüce, Jean-Philippe Thiran, Touradj Ebrahimi, Denis Lalanne, Björn W. Schuller:
Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data. Pattern Recognit. Lett. 66: 22-30 (2015)
[j73]
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Jelena Stamenkovic, Paolo Ferrazzoli, Leila Guerriero, Devis Tuia, Jean-Philippe Thiran:
Joining a Discrete Radiative Transfer Model and a Kernel Retrieval Algorithm for Soil Moisture Estimation From SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3463-3475 (2015)
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Alessandro Daducci, Alessandro Dal Palù, Alia Lemkaddem, Jean-Philippe Thiran:
COMMIT: Convex Optimization Modeling for Microstructure Informed Tractography. IEEE Trans. Medical Imaging 34(1): 246-257 (2015)
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Chengchao Qu, Hua Gao, Eduardo Monari, Jürgen Beyerer, Jean-Philippe Thiran:
Towards robust cascaded regression for face alignment in the wild. CVPR Workshops 2015: 1-9
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Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux:
Structured sparsity through reweighting and application to diffusion MRI. EUSIPCO 2015: 454-458
[c139]
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Anil Yüce, Hua Gao, Jean-Philippe Thiran:
Discriminant multi-label manifold embedding for facial Action Unit detection. FG 2015: 1-6
[c138]
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Nuri Murat Arar, Hua Gao, Jean-Philippe Thiran:
Robust gaze estimation based on adaptive fusion of multiple cameras. FG 2015: 1-7
[c137]
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Anna Auría, David Romascano, E. Canales-Rodriguen, Yves Wiaux, T. B. Dirby, Daniel C. Alexander, Jean-Philippe Thiran, Alessandro Daducci:
Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx). ICIP 2015: 1673-1676
[c136]
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Sébastien Tourbier, Patric Hagmann, Maud Cagneaux, Laurent Guibaud, Subrahmanyam Gorthi, Marie Schaer, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra:
Automatic brain extraction in fetal MRI using multi-atlas-based segmentation. Image Processing 2015: 94130Y
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Nuri Murat Arar, Hua Gao, Jean-Philippe Thiran:
Towards Convenient Calibration for Cross-Ratio Based Gaze Estimation. WACV 2015: 642-648
2014
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Oscar Esteban, Gert Wollny, Subrahmanyam Gorthi, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos, Meritxell Bach Cuadra:
MBIS: Multivariate Bayesian Image Segmentation tool. Comput. Methods Programs Biomed. 115(2): 76-94 (2014)
[j70]
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Alessandro Daducci, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux:
Sparse regularization for fiber ODF reconstruction: From the suboptimality of l₂ and l₁ priors to l₀. Medical Image Anal. 18(6): 820-833 (2014)
[j69]
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Virginia Estellers, Dominique Zosso, Xavier Bresson, Jean-Philippe Thiran:
Harmonic Active Contours. IEEE Trans. Image Process. 23(1): 69-82 (2014)
[j68]
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Dominique Zosso, Xavier Bresson, Jean-Philippe Thiran:
Fast Geodesic Active Fields for Image Registration Based on Splitting and Augmented Lagrangian Approaches. IEEE Trans. Image Process. 23(2): 673-683 (2014)
[j67]
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Virginia Estellers, Jean-Philippe Thiran, Maria Gabrani:
Surface Reconstruction From Microscopic Images in Optical Lithography. IEEE Trans. Image Process. 23(8): 3560-3573 (2014)
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Alessandro Daducci, Erick Jorge Canales-Rodríguez, Maxime Descoteaux, Eleftherios Garyfallidis, Yaniv Gur, Ying-Chia Lin, Merry Mani, Sylvain Merlet, Michael Paquette, Alonso Ramirez-Manzanares, Marco Reisert, Paulo Reis Rodrigues, Farshid Sepehrband, Emmanuel Caruyer, Jeiran Choupan, Rachid Deriche, Mathews Jacob, Gloria Menegaz, Vesna Prckovska, Mariano Rivera, Yves Wiaux, Jean-Philippe Thiran:
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI. IEEE Trans. Medical Imaging 33(2): 384-399 (2014)
[c134]
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Martin Proença, Michaël Rapin, Fabian Braun, Josep Solà, Mathieu Lemay, Jean-Philippe Thiran:
Cardiac output measured by electrical impedance tomography: Applications and limitations. BioCAS 2014: 236-239
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Martin Proença, Fabian Braun, Mathieu Lemay, Bartlomiej Grychtol, M. Bührer, Michaël Rapin, P. Krammer, Stephan H. Böhm, Josep Solà, Jean-Philippe Thiran:
Understanding the Genesis of Cardiac Signals in Electrical Impedance Tomography. BIOSIGNALS 2014: 27-34
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Hua Gao, Anil Yüce, Jean-Philippe Thiran:
Detecting emotional stress from facial expressions for driving safety. ICIP 2014: 5961-5965
[c131]
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Anna Auría, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux:
Sparsity in tensor optimization for optical-interferometric imaging. ICIP 2014: 6026-6030
[c130]
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Jelena Stamenkovic, Paolo Ferrazzoli, Leila Guerriero, Devis Tuia, Jean-Philippe Thiran, Maurice Borgeaud:
Crop backscatter modeling and soil moisture estimation with support vector regression. IGARSS 2014: 3228-3231
[c129]
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Frank de Morsier, Devis Tuia, Maurice Borgeaucft, Volker Gass, Jean-Philippe Thiran:
Non-linear low-rank and sparse representation for hyperspectral image analysis. IGARSS 2014: 4648-4651
[c128]
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Subrahmanyam Gorthi, Alireza Akhondi Asl, Jean-Philippe Thiran, Simon K. Warfield:
Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity Information. MLMI 2014: 174-181
[c127]
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Sébastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra:
Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction. MICCAI (2) 2014: 252-259
[c126]
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Jelena Stamenkovic, Claudia Notarnicola, Nadine Spindler, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Felix Greifeneder, Devis Tuia, Maurice Borgeaud, Jean-Philippe Thiran:
Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. SAR 2014: 92430R
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  - conf/whispers/GonzalezMMTT14
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Diego Marcos Gonzalez, Frank de Morsier, Giona Matasci, Devis Tuia, Jean-Philippe Thiran:
Hierarchical sparse representation for dictionary-based classification of hyperspectral images. WHISPERS 2014: 1-4
[i7]
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Oscar Esteban, Gert Wollny, Subrahmanyam Gorthi, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos, Meritxell Bach Cuadra:
MBIS: Multivariate Bayesian Image Segmentation Tool. CoRR abs/1404.0600 (2014)
2013
[j65]
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Djalel Eddine Meskaldji, Elda Fischi Gomez, Alessandra Griffa, Patric Hagmann, Stephan Morgenthaler, Jean-Philippe Thiran:
Comparing connectomes across subjects and populations at different scales. NeuroImage 80: 416-425 (2013)
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Alessandra Griffa, Philipp S. Baumann, Jean-Philippe Thiran, Patric Hagmann:
Structural connectomics in brain diseases. NeuroImage 80: 515-526 (2013)
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Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux:
Sparsity Averaging for Compressive Imaging. IEEE Signal Process. Lett. 20(6): 591-594 (2013)
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Subrahmanyam Gorthi, Meritxell Bach Cuadra, Pierre-Alain Tercier, Abdelkarim Allal, Jean-Philippe Thiran:
Weighted Shape-Based Averaging With Neighborhood Prior Model for Multiple Atlas Fusion-Based Medical Image Segmentation. IEEE Signal Process. Lett. 20(11): 1036-1039 (2013)
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Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux:
Sparse Reverberant Audio Source Separation via Reweighted Analysis. IEEE Trans. Speech Audio Process. 21(7): 1391-1402 (2013)
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Jean-Louis Durrieu, Jean-Philippe Thiran:
Source/Filter Factorial Hidden Markov Model, With Application to Pitch and Formant Tracking. IEEE ACM Trans. Audio Speech Lang. Process. 21(12): 2541-2553 (2013)
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Arnaud Barré, Jean-Philippe Thiran, Brigitte M. Jolles, Nicolas Theumann, Kamiar Aminian:
Soft Tissue Artifact Assessment During Treadmill Walking in Subjects With Total Knee Arthroplasty. IEEE Trans. Biomed. Eng. 60(11): 3131-3140 (2013)
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Javier Cruz-Mota, Michel Bierlaire, Jean-Philippe Thiran:
Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 23(5): 898-911 (2013)
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Frank de Morsier, Devis Tuia, Maurice Borgeaud, Volker Gass, Jean-Philippe Thiran:
Semi-Supervised Novelty Detection Using SVM Entire Solution Path. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 1939-1950 (2013)
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Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem. IEEE Trans. Image Process. 22(6): 2275-2285 (2013)
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Virginia Estellers, Jean-Philippe Thiran, Xavier Bresson:
Enhanced Compressed Sensing Recovery With Level Set Normals. IEEE Trans. Image Process. 22(7): 2611-2626 (2013)
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Christine Boydev, David Pasquier, Foued Derraz, Laurent Peyrodie, Abdelmalik Taleb-Ahmed, Jean-Philippe Thiran:
Automatic prostate segmentation in cone-beam computed tomography images using rigid registration. EMBC 2013: 3993-3997
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Shima Sepehri, Karim Zouaoui, Jean-Philippe Thiran:
A realistic Computed Tomography simulator for small motion analysis of cerebral aneurysms. EMBC 2013: 5103-5106
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Frank de Morsier, M. Rasamimalala, D. Tuiaz, Maurice Borgeaud, S. Rakotoniaina, S. Rakotondraompiana, Jean-Philippe Thiran:
Detection of floods in SAR images with non-linear kernel clustering and topographic prior. EUSIPCO 2013: 1-5
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S. Ranoeliarivao, Frank de Morsier, Devis Tuia, S. Rakotoniaina, Maurice Borgeaud, Jean-Philippe Thiran, S. Rakotondraompiana:
Multisource clustering of remote sensing images with Entropy-based Dempster-Shafer fusion. EUSIPCO 2013: 1-5
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Shima Sepehri, Jean-Philippe Thiran:
Direct detection of small motion from dynamic computed tomography images. EUSIPCO 2013: 1-5
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Anil Yüce, Matteo Sorci, Jean-Philippe Thiran:
Improved local binary pattern based action unit detection using morphological and bilateral filters. FG 2013: 1-7
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Anil Yüce, Nuri Murat Arar, Jean-Philippe Thiran:
Multiple Local Curvature Gabor Binary Patterns for Facial Action Recognition. HBU 2013: 136-147
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Alessandro Daducci, Alessandro Dal Palù, Alia Lemkaddem, Jean-Philippe Thiran:
A convex optimization framework for global tractography. ISBI 2013: 524-527
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Jelena Stamenkovic, Devis Tuia, Frank de Morsier, Maurice Borgeaud, Jean-Philippe Thiran:
Estimation of soil moisture from airborne hyperspectral imagery with support vector regression. WHISPERS 2013: 1-4
2012
[j54]
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Tiziano Leidi, Giulio Scocchi, Loris Grossi, Simone Pusterla, Claudio D'Angelo, Jean-Philippe Thiran, Alberto Ortona:
Computing effective properties of random heterogeneous materials on heterogeneous parallel processors. Comput. Phys. Commun. 183(11): 2424-2433 (2012)
[j53]
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Virginia Estellers, Jean-Philippe Thiran:
Multi-pose lipreading and audio-visual speech recognition. EURASIP J. Adv. Signal Process. 2012: 51 (2012)
[j52]
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Javier Cruz-Mota, Iva Bogdanova, Benoît Paquier, Michel Bierlaire, Jean-Philippe Thiran:
Scale Invariant Feature Transform on the Sphere: Theory and Applications. Int. J. Comput. Vis. 98(2): 217-241 (2012)
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Alia Lemkaddem, Alessandro Daducci, Serge Vulliémoz, Kieran O'Brien, François Lazeyras, Martinus Hauf, Roland Wiest, Reto Meuli, Margitta Seeck, Gunnar Krueger, Jean-Philippe Thiran:
A multi-center study: Intra-scan and inter-scan variability of diffusion spectrum imaging. NeuroImage 62(1): 87-94 (2012)
[j50]
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Virginia Estellers, Mihai Gurban, Jean-Philippe Thiran:
On Dynamic Stream Weighting for Audio-Visual Speech Recognition. IEEE Trans. Speech Audio Process. 20(4): 1145-1157 (2012)
[j49]
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Virginia Estellers, Dominique Zosso, Rongjie Lai, Stanley J. Osher, Jean-Philippe Thiran, Xavier Bresson:
Efficient Algorithm for Level Set Method Preserving Distance Function. IEEE Trans. Image Process. 21(12): 4722-4734 (2012)
[j48]
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Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux:
Spread Spectrum Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 31(3): 586-598 (2012)
[c115]
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Jean-Louis Durrieu, Jean-Philippe Thiran:
Musical Audio Source Separation Based on User-Selected F0 Track. LVA/ICA 2012: 438-445
[c114]
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Jean-Louis Durrieu, Jean-Philippe Thiran, Finnian Kelly:
Lower and upper bounds for approximation of the Kullback-Leibler divergence between Gaussian Mixture Models. ICASSP 2012: 4833-4836
[c113]
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Foued Derraz, Jean-Philippe Thiran, Abdelmalik Taleb-Ahmed, Laurent Peyrodie, Gérard Forzy:
Fast globally supervised segmentation by active contours with shape and texture descriptors. ICIP 2012: 2545-2548
[c112]
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Frank de Morsier, Maurice Borgeaud, Christoph Küchler, Volker Gass, Jean-Philippe Thiran:
Semi-supervised and unsupervised novelty detection using nested support vector machines. IGARSS 2012: 7337-7340
[c111]
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Foued Derraz, Laurent Peyrodie, Jean-Philippe Thiran, Abdelmalik Taleb-Ahmed, Gérard Forzy:
Binary Active Contours using both inside and outside texture descriptors. IPTA 2012: 325-329
[c110]
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Subrahmanyam Gorthi, Meritxell Bach Cuadra, Ulrike Schick, Pierre-Alain Tercier, Abdelkarim Allal, Jean-Philippe Thiran:
Evaluation of atlas fusion strategies for segmentation of head and neck lymph nodes for radiotherapy planning. ISBI 2012: 1276-1279
[i6]
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Gilles Puy, José P. Marques, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst, Yves Wiaux:
Spread spectrum magnetic resonance imaging. CoRR abs/1203.2205 (2012)
[i5]
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Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Sparse signal reconstruction on the sphere: implications of a new sampling theorem. CoRR abs/1205.1013 (2012)
[i4]
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Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux:
Sparsity Averaging for Compressive Imaging. CoRR abs/1208.2330 (2012)
[i3]
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Virginia Estellers, Jean-Philippe Thiran, Xavier Bresson:
Enhanced Compressed Sensing Recovery with Level Set Normals. CoRR abs/1210.3350 (2012)
2011
[j47]
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Stephan Gerhard, Alessandro Daducci, Alia Lemkaddem, Reto Meuli, Jean-Philippe Thiran, Patric Hagmann:
The Connectome Viewer Toolkit: An Open Source Framework to Manage, Analyze, and Visualize Connectomes. Frontiers Neuroinformatics 5: 3 (2011)
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Subrahmanyam Gorthi, Valerie Duay, Xavier Bresson, Meritxell Bach Cuadra, F. Javier Sánchez Castro, Claudio Pollo, Abdelkarim Allal, Jean-Philippe Thiran:
Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework. Medical Image Anal. 15(6): 787-800 (2011)
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Dominique Zosso, Xavier Bresson, Jean-Philippe Thiran:
Geodesic Active Fields - A Geometric Framework for Image Registration. IEEE Trans. Image Process. 20(5): 1300-1312 (2011)
[c109]
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Virginia Estellers, Jean-Philippe Thiran:
Multipose audio-visual speech recognition. EUSIPCO 2011: 1065-1069
[c108]
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Jean-Louis Durrieu, Jean-Philippe Thiran:
Sparse non-negative decomposition of speech power spectra for formant tracking. ICASSP 2011: 5260-5263
[c107]
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Subrahmanyam Gorthi, Jean-Philippe Thiran, Meritxell Bach Cuadra:
Comparison of energy minimization methods for 3-D brain tissue classification. ICIP 2011: 57-60
[c106]
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Francesca Pizzorni Ferrarese, Alessandro Daducci, Meritxell Bach Cuadra, Alia Lemkaddem, Cristina Granziera, Jean-Philippe Thiran, Gloria Menegaz:
Towards a diffusion image processing validation and accuracy prediction framework. ICIP 2011: 2269-2272
[c105]
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Virginia Estellers, Dominique Zosso, Xavier Bresson, Jean-Philippe Thiran:
Harmonic active contours for multichannel image segmentation. ICIP 2011: 3141-3144
[c104]
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Anca Ciurte, Nawal Houhou, Sergiu Nedevschi, Alessia Pica, Francis L. Munier, Jean-Philippe Thiran, Xavier Bresson, Meritxell Bach Cuadra:
An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features. ISBI 2011: 969-972
[c103]
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Tiziano Leidi, Thierry Heeb, Marco Colla, Jean-Philippe Thiran:
Event-driven Scheduling for Parallel Stream Processing. PARELEC 2011: 36-41
[c102]
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Pablo Revuelta Sanz, Belén Ruíz-Mezcua, José Manuel Sánchez Peña, Jean-Philippe Thiran:
Stereo Vision Matching over Single-channel Color-based Segmentation. SIGMAP 2011: 126-130
[i2]
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Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Implications for compressed sensing of a new sampling theorem on the sphere. CoRR abs/1110.6296 (2011)
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Jason D. McEwen, Gilles Puy, Jean-Philippe Thiran, Pierre Vandergheynst, Dimitri Van De Ville, Yves Wiaux:
Sampling theorems and compressive sensing on the sphere. CoRR abs/1110.6297 (2011)
2010
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Matteo Sorci, Gianluca Antonini, Javier Cruz, Thomas Robin, Michel Bierlaire, Jean-Philippe Thiran:
Modelling human perception of static facial expressions. Image Vis. Comput. 28(5): 790-806 (2010)
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Julien Meynet, Jean-Philippe Thiran:
Information theoretic combination of pattern classifiers. Pattern Recognit. 43(10): 3412-3421 (2010)
[c101]
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Virginia Estellers, Paul M. Baggenstoss, Jean-Philippe Thiran:
Class-specific classifiers in audio-visual speech recognition. EUSIPCO 2010: 1998-2002
[c100]
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Gilles Puy, Yves Wiaux, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst:
Spread spectrum for interferometric and magnetic resonance imaging. ICASSP 2010: 2802-2805
[c99]
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Dominique Zosso, Jean-Philippe Thiran:
Geodesic Active Fields on the Sphere. ICPR 2010: 4484-4487
[c98]
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Yves Wiaux, Gilles Puy, Rolf Gruetter, Jean-Philippe Thiran, Dimitri Van De Ville, Pierre Vandergheynst:
Spread spectrum for compressed sensing techniques in magnetic resonance imaging. ISBI 2010: 756-759
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Virginia Estellers, Jean-Philippe Thiran:
Overcoming asynchrony in Audio-Visual Speech Recognition. MMSP 2010: 466-471

2000 – 2009

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2009
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Laura Gui, Jean-Philippe Thiran, Nikos Paragios:
Cooperative Object Segmentation and Behavior Inference in Image Sequences. Int. J. Comput. Vis. 84(2): 146-162 (2009)
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Subrahmanyam Gorthi, Valerie Duay, Nawal Houhou, Meritxell Bach Cuadra, Ulrike Schick, Minerva Becker, Abdelkarim Allal, Jean-Philippe Thiran:
Segmentation of Head and Neck Lymph Node Regions for Radiotherapy Planning Using Active Contour-Based Atlas Registration. IEEE J. Sel. Top. Signal Process. 3(1): 135-147 (2009)
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Marcos Martín-Fernández, Emma Muñoz-Moreno, Leila Cammoun, Jean-Philippe Thiran, Carl-Fredrik Westin, Carlos Alberola-López:
Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data. Medical Image Anal. 13(1): 19-35 (2009)
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Marcos Martín-Fernández, Emma Muñoz-Moreno, Leila Cammoun, Jean-Philippe Thiran, Carl-Fredrik Westin, Carlos Alberola-López:
Addendum to "Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data" [Medical Image Analysis 13 (2009) 19-35]. Medical Image Anal. 13(6): 910 (2009)
[j38]
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Dragana Viceic, Ruth Campos, Eleonora Fornari, Lucas Spierer, Reto Meuli, Stephanie Clarke, Jean-Philippe Thiran:
Local landmark-based registration for fMRI group studies of nonprimary auditory cortex. NeuroImage 44(1): 145-153 (2009)
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Dominique Zosso, Jean-Philippe Thiran:
A Scale-Space of Cortical Feature Maps. IEEE Signal Process. Lett. 16(10): 873-876 (2009)
[j36]
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Mihai Gurban, Jean-Philippe Thiran:
Information theoretic feature extraction for audio-visual speech recognition. IEEE Trans. Signal Process. 57(12): 4765-4776 (2009)
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  - conf/cvpr/NejiPFTL09
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Radhouène Neji, Nikos Paragios, Gilles Fleury, Jean-Philippe Thiran, Georg Langs:
Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information. CVPR 2009: 2168-2175
[c95]
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Pascal Reuse, Mihai Gurban, Ivar Austvoll, Jean-Philippe Thiran:
Multimodal speaker localization from omnidirectional videos. EUSIPCO 2009: 735-739
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Benoit Mory, Roberto Ardon, Anthony J. Yezzi, Jean-Philippe Thiran:
Non-Euclidean image-adaptive Radial Basis Functions for 3D interactive segmentation. ICCV 2009: 787-794
[c93]
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Virginia Estellers, Mihai Gurban, Jean-Philippe Thiran:
Selecting relevant visual features for speechreading. ICIP 2009: 1433-1436
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  - conf/miip/MazouerCZWDTC09
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Philippe Mazouer, Terrence Chen, Ying Zhu, Peng Wang, Peter Durlak, Jean-Philippe Thiran, Dorin Comaniciu:
User-constrained guidewire localization in fluoroscopy. Image Processing 2009: 72591K
[c91]
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Nawal Houhou, Xavier Bresson, Arthur Szlam, Tony F. Chan, Jean-Philippe Thiran:
Semi-supervised Segmentation Based on Non-local Continuous Min-Cut. SSVM 2009: 112-123
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Leila Cammoun, Carlos-Alberto Castaño-Moraga, Emma Muñoz-Moreno, Darío Sosa-Cabrera, Burak Acar, Miguel A. Rodríguez-Florido, Anders Brun, Hans Knutsson, Jean-Philippe Thiran:
A Review of Tensors and Tensor Signal Processing. Tensors in Image Processing and Computer Vision 2009: 1-32
2008
[j35]
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Marie Schaer, Meritxell Bach Cuadra, Lucas Tamarit, François Lazeyras, Stephan Eliez, Jean-Philippe Thiran:
A Surface-Based Approach to Quantify Local Cortical Gyrification. IEEE Trans. Medical Imaging 27(2): 161-170 (2008)
[j34]
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Patricia Besson, Vlad Popovici, Jean-Marc Vesin, Jean-Philippe Thiran, Murat Kunt:
Extraction of Audio Features Specific to Speech Production for Multimodal Speaker Detection. IEEE Trans. Multim. 10(1): 63-73 (2008)
[c90]
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Nawal Houhou, Jean-Philippe Thiran, Xavier Bresson:
Fast texture segmentation model based on the shape operator and active contour. CVPR 2008
[c89]
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  - conf/etfa/CollaLKT08
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Marco Colla, Tiziano Leidi, Murat Kunt, Jean-Philippe Thiran:
CEC designer: Domain specific modelling for the industrial automation based on the IEC 61499 standard. ETFA 2008: 192-199
[c88]
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Valerie Duay, Nawal Houhou, Subrahmanyam Gorthi, Abdelkarim S. Allal, Jean-Philippe Thiran:
Hierarchical image registration with an active contour-based atlas registration model. EUSIPCO 2008: 1-5
[c87]
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D. Ferrario, Meritxell Bach Cuadra, Marie Schaer, Nawal Houhou, Dominique Zosso, Stephan Eliez, Laurent Guibaud, Jean-Philippe Thiran:
Brain surface segmentation of Magnetic Resonance images of the fetus. EUSIPCO 2008: 1-5
[c86]
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Laura Gui, Jean-Philippe Thiran, Nikos Paragios:
Finger-spelling recognition within a collaborative segmentation/behavior inference framework. EUSIPCO 2008: 1-5
[c85]
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Mihai Gurban, Jean-Philippe Thiran:
Using entropy as a stream reliability estimate for audio-visual speech recognition. EUSIPCO 2008: 1-5
[c84]
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Julien Meynet, Taner Arsan, Javier Cruz-Mota, Jean-Philippe Thiran:
Fast multi-view face tracking with pose estimation. EUSIPCO 2008: 1-5
[c83]
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X. Pena Pina, Meritxell Bach Cuadra, Nicolas Kunz, Nathalie Just, Rolf Gruetter, Jean-Philippe Thiran:
Fast bias field correction for 9.4 tesla magnetic resonance imaging. EUSIPCO 2008: 1-5
[c82]
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Matteo Sorci, Jean-Philippe Thiran, Javier Cruz, Thomas Robin, Michel Bierlaire:
Modelling human perception of static facial expressions. FG 2008: 1-8
[c81]
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  - conf/icip/HouhouLDAT08
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Nawal Houhou, Alia Lemkaddem, Valerie Duay, Abdelkarim Allal, Jean-Philippe Thiran:
Shape prior based on statistical map for active contour segmentation. ICIP 2008: 2284-2287
[c80]
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Mihai Gurban, Jean-Philippe Thiran, Thomas Drugman, Thierry Dutoit:
Dynamic modality weighting for multi-stream hmms inaudio-visual speech recognition. ICMI 2008: 237-240
[c79]
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Valerie Duay, Xavier Bresson, F. Javier Sánchez Castro, Claudio Pollo, Meritxell Bach Cuadra, Jean-Philippe Thiran:
An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation. MICCAI (2) 2008: 980-988
[c78]
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Dominique Zosso, Benoît Le Callennec, Meritxell Bach Cuadra, Kamiar Aminian, Brigitte M. Jolles, Jean-Philippe Thiran:
Bi-planar 2D-to-3D registration in Fourier domain for stereoscopic x-ray motion tracking. Image Processing 2008: 69140I
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  - series/asc/NorisBMTB08
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Basilio Noris, Karim Benmachiche, Julien Meynet, Jean-Philippe Thiran, Aude Billard:
Analysis of Head-Mounted Wireless Camera Videos for Early Diagnosis of Autism. Computer Recognition Systems 2 2008: 663-670
2007
[j33]
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  - journals/jmiv/BressonEVTO07
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Xavier Bresson, Selim Esedoglu, Pierre Vandergheynst, Jean-Philippe Thiran, Stanley J. Osher:
Fast Global Minimization of the Active Contour/Snake Model. J. Math. Imaging Vis. 28(2): 151-167 (2007)
[j32]
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  - journals/pr/MeynetPT07
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Julien Meynet, Vlad Popovici, Jean-Philippe Thiran:
Face detection with boosted Gaussian features. Pattern Recognit. 40(8): 2283-2291 (2007)
[j31]
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  - journals/sigpro/JonassonHPBWMT07
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Lisa Jonasson, Patric Hagmann, Claudio Pollo, Xavier Bresson, Cecilia Richero Wilson, Reto Meuli, Jean-Philippe Thiran:
A level set method for segmentation of the thalamus and its nuclei in DT-MRI. Signal Process. 87(2): 309-321 (2007)
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Julien Meynet, Vlad Popovici, Jean-Philippe Thiran:
Mixtures of boosted classifiers for frontal face detection. Signal Image Video Process. 1(1): 29-38 (2007)
[j29]
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  - journals/tip/BogdanovaBTV07
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Iva Bogdanova, Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst:
Scale Space Analysis and Active Contours for Omnidirectional Images. IEEE Trans. Image Process. 16(7): 1888-1901 (2007)
[j28]
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Lisa Jonasson, Xavier Bresson, Jean-Philippe Thiran, Van J. Wedeen, Patric Hagmann:
Representing Diffusion MRI in 5-D Simplifies Regularization and Segmentation of White Matter Tracts. IEEE Trans. Medical Imaging 26(11): 1547-1554 (2007)
[c77]
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Laura Gui, Jean-Philippe Thiran, Nikos Paragios:
Joint Object Segmentation and Behavior Classification in Image Sequences. CVPR 2007
[c76]
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Matteo Sorci, Gianluca Antonini, Jean-Philippe Thiran:
Fisher's discriminant and relevant component analysis for static facial expression classification. EUSIPCO 2007: 115-119
[c75]
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Valerie Duay, Xavier Bresson, Nawal Houhou, Meritxell Bach Cuadra, Jean-Philippe Thiran:
Registration of multiple regions derived from the optical flow model and the active contour framework. EUSIPCO 2007: 282-286
[c74]
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  - conf/eusipco/CarbonerasGT07
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Andres Valles Carboneras, Mihai Gurban, Jean-Philippe Thiran:
Low-dimensional motion features for audio-visual speech recognition. EUSIPCO 2007: 297-301
[c73]
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Valerie Duay, Sara Luti, Gloria Menegaz, Jean-Philippe Thiran:
Active contours and information theory for supervised segmentation on scalar images. EUSIPCO 2007: 1769-1773
[c72]
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  - conf/iccv/MoryAT07
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Benoit Mory, Roberto Ardon, Jean-Philippe Thiran:
Variational Segmentation using Fuzzy Region Competition and Local Non-Parametric Probability Density Functions. ICCV 2007: 1-8
[c71]
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  - conf/isbi/CastroCDATW07
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F. Javier Sánchez Castro, Olivier Clatz, Julien Dauguet, Neculai Archip, Jean-Philippe Thiran, Simon K. Warfield:
Evaluation of Brain Image Nonrigid Registration Algorithms Based on Log-euclidean Mr-dti Consistency Measures. ISBI 2007: 45-48
[c70]
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Luigi Bagnato, Matteo Sorci, Gianluca Antonini, Giuseppe Baruffa, Andrea Maier, Peter Leathwood, Jean-Philippe Thiran:
Robust Infants Face Tracking Using Active Appearance Models: A Mixed-State CONDENSATION Approach. ISVC (1) 2007: 13-23
[c69]
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Julien Meynet, Jean-Philippe Thiran:
Information Theoretic Combination of Classifiers with Application to AdaBoost. MCS 2007: 171-179
[c68]
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  - conf/miip/MenegazLDT07
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Gloria Menegaz, Sara Luti, Valerie Duay, Jean-Philippe Thiran:
An interactive toolbox for atlas-based segmentation and coding of volumetric images. Image Processing 2007: 65124M
[c67]
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  - conf/mmsp/DrugmanGT07
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Thomas Drugman, Mihai Gurban, Jean-Philippe Thiran:
Relevant Feature Selection for Audio-Visual Speech Recognition. MMSP 2007: 179-182
[c66]
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  - conf/scalespace/GuiTP07
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Laura Gui, Jean-Philippe Thiran, Nikos Paragios:
A Variational Framework for the Simultaneous Segmentation and Object Behavior Classification of Image Sequences. SSVM 2007: 652-664
2006
[j27]
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  - journals/cars/CastroPCVT06
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F. Javier Sánchez Castro, Claudio Pollo, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran:
Validation of Experts versus Atlas-based and Automatic Registration Methods for Subthalamic Nucleus Targeting on MRI. Int. J. Comput. Assist. Radiol. Surg. 1(1): 5-12 (2006)
[j26]
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Meritxell Bach Cuadra, Mathieu De Craene, Valerie Duay, Benoît Macq, Claudio Pollo, Jean-Philippe Thiran:
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images. Comput. Methods Programs Biomed. 84(2-3): 66-75 (2006)
[j25]
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Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional. Int. J. Comput. Vis. 68(2): 145-162 (2006)
[j24]
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Gianluca Antonini, Santiago Venegas-Martinez, Michel Bierlaire, Jean-Philippe Thiran:
Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences. Int. J. Comput. Vis. 69(2): 159-180 (2006)
[j23]
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Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Multiscale Active Contours. Int. J. Comput. Vis. 70(3): 197-211 (2006)
[j22]
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François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran:
Matching pursuit-based shape representation and recognition using scale-space. Int. J. Imaging Syst. Technol. 16(5): 162-180 (2006)
[j21]
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Patric Hagmann, Lisa Jonasson, Thomas Deffieux, Reto Meuli, Jean-Philippe Thiran, Van J. Wedeen:
Fibertract segmentation in position orientation space from high angular resolution diffusion MRI. NeuroImage 32(2): 665-675 (2006)
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Gianluca Antonini, Jean-Philippe Thiran:
Counting Pedestrians in Video Sequences Using Trajectory Clustering. IEEE Trans. Circuits Syst. Video Technol. 16(8): 1008-1020 (2006)
[j19]
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F. Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Olivier Cuisenaire, Meritxell Bach Cuadra, Jean-Guy Villemure, Jean-Philippe Thiran:
A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms. IEEE Trans. Medical Imaging 25(11): 1440-1450 (2006)
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Gianluca Antonini, Matteo Sorci, Michel Bierlaire, Jean-Philippe Thiran:
Discrete Choice Models for Static Facial Expression Recognition. ACIVS 2006: 710-721
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Ivana Arsic, Jean-Philippe Thiran:
Mutual information eigenlips for audio-visual speech recognition. EUSIPCO 2006: 1-5
[c63]
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Valerie Duay, Meritxell Bach Cuadra, Xavier Bresson, Jean-Philippe Thiran:
Dense deformation field estimation for atlas registration using the active contour framework. EUSIPCO 2006: 1-5
[c62]
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Mihai Gurban, Jean-Philippe Thiran:
Multimodal speaker localization in a probabilistic framework. EUSIPCO 2006: 1-5
[c61]
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Dominique Zosso, Quentin Noirhomme, Marco Davare, Benoît Macq, Etienne Olivier, Jean-Philippe Thiran, Mathieu De Craene:
Normalization of transcranial magnetic stimulation points by means of atlas registration. EUSIPCO 2006: 1-5
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Xavier Bresson, Jean-Philippe Thiran:
Image Segmentation Model using Active Contour and Image Decomposition. ICIP 2006: 1657-1660
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Ivana Arsic, Roger Vilagut, Jean-Philippe Thiran:
Automatic Extraction of Geometric Lip Features with Application to Multi-Modal Speaker Identification. ICME 2006: 161-164
2005
[j18]
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Datong Chen, Jean-Marc Odobez, Jean-Philippe Thiran:
Monte Carlo video text segmentation. Int. J. Pattern Recognit. Artif. Intell. 19(5): 647-661 (2005)
[j17]
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Lisa Jonasson, Xavier Bresson, Patric Hagmann, Olivier Cuisenaire, Reto Meuli, Jean-Philippe Thiran:
White matter fiber tract segmentation in DT-MRI using geometric flows. Medical Image Anal. 9(3): 223-236 (2005)
[j16]
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Claudio Pollo, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran:
Segmentation of brain structures in presence of a space-occupying lesion. NeuroImage 24(4): 990-996 (2005)
[j15]
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Vlad Popovici, Samy Bengio, Jean-Philippe Thiran:
Kernel matching pursuit for large datasets. Pattern Recognit. 38(12): 2385-2390 (2005)
[j14]
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Torsten Butz, Jean-Philippe Thiran:
From error probability to information theoretic (multi-modal) signal processing. Signal Process. 85(5): 875-902 (2005)
[j13]
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Meritxell Bach Cuadra, Leila Cammoun, Torsten Butz, Olivier Cuisenaire, Jean-Philippe Thiran:
Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images. IEEE Trans. Medical Imaging 24(12): 1548-1565 (2005)
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Simon Chatelain, Jean-Philippe Thiran, Valery-Olivier Zilio, Marc-Olivier Bettler, O. P. Joneja, Rakesh Chawla, Youri Popowski:
Real-Time Treatment Planning Optimisation for Brachytherapy. DFMA 2005: 303-307
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Ivana Arsic, Ninoslav Marina, Jean-Philippe Thiran:
Impact of sample sizes on information theoretic measures for audio-visual signal processing. EUSIPCO 2005: 1-4
[c56]
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Patricia Besson, Murat Kunt, Torsten Butz, Jean-Philippe Thiran:
A multimodal approach to extract optimized audio features for speaker detection. EUSIPCO 2005: 1-4
[c55]
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Mihai Gurban, Jean-Philippe Thiran:
Audio-visual speech recognition with a hybrid SVM-HMM system. EUSIPCO 2005: 1-4
[c54]
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Nawal Houhou, Valerie Duay, Abdelkarim S. Allal, Jean-Philippe Thiran:
Medical images registration with a hierarchical atlas. EUSIPCO 2005: 1-4
[c53]
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Julien Meynet, Vlad Popovici, Matteo Sorci, Jean-Philippe Thiran:
Combining SVMS for face class modeling. EUSIPCO 2005: 1-4
[c52]
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Xavier Gigandet, Meritxell Bach Cuadra, Abram Pointet, Leila Cammoun, Régis Caloz, Jean-Philippe Thiran:
Region-based satellite image classification: method and validation. ICIP (3) 2005: 832-835
[c51]
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Valerie Duay, Nawal Houhou, Jean-Philippe Thiran:
Atlas-based segmentation of medical images locally constrained by level sets. ICIP (2) 2005: 1286-1289
[c50]
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Lisa Jonasson, Patric Hagmann, Xavier Bresson, Jean-Philippe Thiran, Van J. Wedeen:
Representing Diffusion MRI in 5D for Segmentation of White Matter Tracts with a Level Set Method. IPMI 2005: 311-320
[c49]
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F. Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran:
Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation. MICCAI 2005: 417-424
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  - conf/scalespace/BressonVT05
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Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Multiscale Active Contours. Scale-Space 2005: 167-178
[c47]
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  - conf/wacv/BiliottiAT05
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David Biliotti, Gianluca Antonini, Jean-Philippe Thiran:
Multi-Layer Hierarchical Clustering of Pedestrian Trajectories for Automatic Counting of People in Video Sequences. WACV/MOTION 2005: 50-57
2004
[j12]
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Vlad Popovici, Jean-Philippe Thiran:
Pattern recognition using higher-order local autocorrelation coefficients. Pattern Recognit. Lett. 25(10): 1107-1113 (2004)
[j11]
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Olivier Ecabert, Jean-Philippe Thiran:
Adaptive Hough transform for the detection of natural shapes under weak affine transformations. Pattern Recognit. Lett. 25(12): 1411-1419 (2004)
[j10]
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Datong Chen, Jean-Marc Odobez, Jean-Philippe Thiran:
A localization/verification scheme for finding text in images and video frames based on contrast independent features and machine learning methods. Signal Process. Image Commun. 19(3): 205-217 (2004)
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Meritxell Bach Cuadra, Claudio Pollo, Anton Bardera, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran:
Atlas-based segmentation of pathological MR brain images using a model of lesion growth. IEEE Trans. Medical Imaging 23(10): 1301-1314 (2004)
[c46]
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Santiago Venegas-Martinez, Jean-François Knebel, Jean-Philippe Thiran:
Multi-object tracking using the particle filter algorithm on the top-view plan. EUSIPCO 2004: 285-288
[c45]
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Julien Meynet, Vlad Popovici, Jean-Philippe Thiran:
Face Class Modeling Using Mixture of SVMs. ICIAR (2) 2004: 709-716
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Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire:
Bayesian.integration of a discrete choice pedestrian behavioral model and image correlation techniques for automatic multi object tracking. ICIP 2004: 1037-1040
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Vlad Popovici, Jean-Philippe Thiran, Yann Rodriguez, Sébastien Marcel:
On Performance Evaluation of Face Detection and Localization Algorithms. ICPR (1) 2004: 313-317
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Cédric Archambeau, Torsten Butz, Vlad Popovici, Michel Verleysen, Jean-Philippe Thiran:
Supervised Nonparametric Information Theoretic Classification. ICPR (3) 2004: 414-417
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Julien Meynet, Vlad Popovici, Jean-Philippe Thiran:
Mixture of SVMs for Face Class Modeling. MLMI 2004: 173-181
[c40]
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Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire:
Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques. MLMI 2004: 341-348
2003
[j8]
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Patric Hagmann, Jean-Philippe Thiran, Lisa Jonasson, Pierre Vandergheynst, Stephanie Clarke, Philippe Maeder, Reto Meuli:
DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection. NeuroImage 19(3): 545-554 (2003)
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Philippe Salembier, Jean-Philippe Thiran, Jean-Marc Vesin, Pierre Vandergheynst, Murat Kunt:
In Apologiam - rules of the game and plagiarism. Signal Process. 83(1): 1-10 (2003)
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Gloria Menegaz, Jean-Philippe Thiran:
3D Encoding/2D Decoding of Medical Data. IEEE Trans. Medical Imaging 22(3): 424-440 (2003)
[c39]
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Gianluca Antonini, Vlad Popovici, Jean-Philippe Thiran:
Independent Component Analysis and Support Vector Machine for Face Feature Extraction. AVBPA 2003: 111-118
[c38]
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Vlad Popovici, Jean-Philippe Thiran:
Face Detection Using an SVM Trained in Eigenfaces Space. AVBPA 2003: 190-198
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  - conf/avbpa/Bailly-BailliereBBHKMMMPPRT03
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Enrique Bailly-Bailliére, Samy Bengio, Frédéric Bimbot, Miroslav Hamouz, Josef Kittler, Johnny Mariéthoz, Jiri Matas, Kieron Messer, Vlad Popovici, Fabienne Porée, Belén Ruíz, Jean-Philippe Thiran:
The BANCA Database and Evaluation Protocol. AVBPA 2003: 625-638
[c36]
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Lisa Jonasson, Patric Hagmann, Xavier Bresson, Reto Meuli, Olivier Cuisenaire, Jean-Philippe Thiran:
White Matter Mapping in DT-MRI Using Geometric Flows. EUROCAST 2003: 585-596
[c35]
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Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
A priori information in image segmentation: energy functional based on shape statistical model and image information. ICIP (3) 2003: 425-428
[c34]
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Meritxell Bach Cuadra, Claudio Pollo, Anton Bardera, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran:
Atlas-based segmentation of pathological brain MR images. ICIP (1) 2003: 573-576
[c33]
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  - conf/miccai/EcabertBNT03
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Olivier Ecabert, Torsten Butz, Arya Nabavi, Jean-Philippe Thiran:
Brain Shift Correction Based on a Boundary Element Biomechanical Model with Different Material Properties. MICCAI (1) 2003: 41-49
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Torsten Butz, Patric Hagmann, Eric Tardif, Reto Meuli, Jean-Philippe Thiran:
A New Brain Segmentation Framework. MICCAI (2) 2003: 586-593
[c31]
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Joël Guillod, Philippe Schmid-Saugeon, Frédéric Décaillet, Renato Panizzon, Murat Kunt, Jean-Philippe Thiran:
An Open Internet Platform to Distributed Image Processing applied to Dermoscopy. MIE 2003: 107-112
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Mathieu De Craene, Torsten Butz, Eduardo Solanas, Aloys du Bois d'Aische, Benoît Macq, Jean-Philippe Thiran:
Simultaneous registration and bias-correction of intra-operative MR images. Image Processing 2003
[c29]
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Vlad Popovici, Jean-Philippe Thiran:
Face Class Modeling in Eigenfaces Space. PRIS 2003: 38-45
2002
[j5]
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Gloria Menegaz, Jean-Philippe Thiran:
Lossy to lossless object-based coding of 3-D MRI data. IEEE Trans. Image Process. 11(9): 1053-1061 (2002)
[c28]
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Torsten Butz, Jean-Philippe Thiran:
Feature-space mutual information for multi-modal signal processing with application to medical image registration. EUSIPCO 2002: 1-8
[c27]
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Torsten Butz, Olivier Cuisenaire, Jean-Philippe Thiran:
Multi-modal medical image registration: from information theory to optimization objective. DSP 2002: 407-414
[c26]
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Torsten Butz, Jean-Philippe Thiran:
Feature space mutual information in speech-video sequences. ICME (2) 2002: 361-364
[c25]
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Vlad Popovici, Jean-Philippe Thiran:
PCA in Autocorrelation Space. ICPR (2) 2002: 132-135
[c24]
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François Mendels, Pierre Vandergheynst, Jean-Philippe Thiran:
Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit. ICPR (4) 2002: 326-329
[c23]
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Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran:
Geometric Moments in Scale-Spaces. ICPR (2) 2002: 418-421
[c22]
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Olivier Ecabert, Jean-Philippe Thiran:
Variational Image Segmentation by Unifying Region and Boundary Information. ICPR (2) 2002: 885-888
[c21]
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Meritxell Bach Cuadra, Bram Platel, Eduardo Solanas, Torsten Butz, Jean-Philippe Thiran:
Validation of Tissue Modelization and Classification Techniques in T1-Weighted MR Brain Images. MICCAI (1) 2002: 290-297
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Meritxell Bach Cuadra, J. Gomez, Patric Hagmann, Claudio Pollo, Jean-Guy Villemure, Benoit M. Dawant, Jean-Philippe Thiran:
Atlas-Based Segmentation of Pathological Brains Using a Model of Tumor Growth. MICCAI (1) 2002: 380-387
[c19]
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Vlad Popovici, Jean-Philippe Thiran:
Pattern recognition using higher-order local autocorrelation coefficients. NNSP 2002: 229-238
2001
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Philippe Maeder, Reto Meuli, Michela Adriani, Anne Bellmann, Eleonora Fornari, Jean-Philippe Thiran, Antoine Pittet, Stephanie Clarke:
Distinct Pathways Involved in Sound Recognition and Localization: A Human fMRI Study. NeuroImage 14(4): 802-816 (2001)
[c18]
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Datong Chen, Hervé Bourlard, Jean-Philippe Thiran:
Text Identification in Complex Background Using SVM. CVPR (2) 2001: II:621-627
[c17]
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Torsten Butz, Jean-Philippe Thiran:
Shot boundary detection with mutual information. ICIP (3) 2001: 422-425
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Vlad Popovici, Jean-Philippe Thiran:
Higher order autocorrelations for pattern classification. ICIP (3) 2001: 724-727
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Eduardo Solanas, Valerie Duay, Olivier Cuisenaire, Jean-Philippe Thiran:
Relative anatomical location for statistical non-parametric brain tissue classification in MR images. ICIP (2) 2001: 885-888
[c14]
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Meritxell Bach Cuadra, Olivier Cuisenaire, Reto Meuli, Jean-Philippe Thiran:
Automatic segmentation of internal structures of the brain in MR images using a tandem of affine and non-rigid registration of an anatomical brain atlas. ICIP (3) 2001: 1083-1086
[c13]
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Torsten Butz, Jean-Philippe Thiran:
Affine Registration with Feature Space Mutual Information. MICCAI 2001: 549-556
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Eduardo Solanas, Jean-Philippe Thiran:
Exploiting Voxel Correlation for Automated MRI Bias Field Correction by Conditional Entropy Minimization. MICCAI 2001: 1220-1221
[c11]
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Matthieu Ferrant, Olivier Cuisenaire, Benoît Macq, Jean-Philippe Thiran, Martha Elizabeth Shenton, Ron Kikinis, Simon K. Warfield:
Surface Based Atlas Matching of the Brain Using Deformable Surfaces and Volumetric Finite Elements. MICCAI 2001: 1352-1353
2000
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Gloria Menegaz, Laurent Grewe, Jean-Philippe Thiran:
Multirate Coding of 3D Medical Data. ICIP 2000: 656-659
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Jean-Philippe Thiran, Torsten Butz:
Fast nonrigid registration and model-based segmentation of 3D images using mutual information. Image Processing 2000

1990 – 1999

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1999
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Vincent Vaerman, Gloria Menegaz, Jean-Philippe Thiran:
A Parametric Hybrid Model Used for Multidimensional Object Representation. ICIP (1) 1999: 163-167
[c7]
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Gloria Menegaz, Vincent Vaerman, Jean-Philippe Thiran:
Object-Based Coding of Volumetric Medical Data. ICIP (3) 1999: 920-924
1998
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Emanuele Neri, Jean-Philippe Thiran, Davide Caramella, Claudio Petri, Carlo Bartolozzi, Bruno Piscaglia, Benoît Macq, Thierry Duprez, Guy Cosnard, Baudouin Maldague, Johan De Pauw:
Interactive DICOM image transmission and telediagnosis over the European ATM network. IEEE Trans. Inf. Technol. Biomed. 2(1): 35-38 (1998)
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Olivier Cuisenaire, Matthieu Ferrant, Benoît Macq, Jean-Philippe Thiran:
Model-Based Segmentation and Recognition of Anatomical Brain Structures in 3D MR Images. NMBIA 1998: 9-14
1997
[j2]
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Jean-Philippe Thiran, Vincent Warscotte, Benoît Macq:
A queue-based region growing algorithm for accurate segmentation of multi-dimensional digital images. Signal Process. 60(1): 1-10 (1997)
1996
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Jean-Philippe Thiran, Benoît Macq:
Morphological feature extraction for the classification of digital images of cancerous tissues. IEEE Trans. Biomed. Eng. 43(10): 1011-1020 (1996)
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Jean-Philippe Thiran, Benoît Macq, Christian Michel:
Morphological registration of 3D medical images. ICIP (2) 1996: 253-256
[c4]
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Jean-Philippe Thiran, Bruno Piscaglia, Patrick Piscaglia, Benoît Macq, Jean-Francois Goudemant, Roger Demeure:
IMIS: A multi-platform software package for telediagnosis and 3D medical image processing. ICIP (2) 1996: 273-276
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Olivier Cuisenaire, Jean-Philippe Thiran, Benoît Macq, Christian Michel, Anne G. De Volder, Ferran Marqués:
Automatic registration of 3D MR images with a computerized brain atlas. Image Processing 1996
1994
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Jean-Philippe Thiran, Benoît Macq, Jacques Mairesse:
Morphological Classification of Cancerous Cells. ICIP (3) 1994: 706-710
[c1]
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Jean-Philippe Thiran, Marc-Olivier Becks, Benoît Macq, Jacques Mairesse:
Automatic recognition of cancerous cells using mathematical morphology. VBC 1994

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