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2020 – today
- 2024
[j76]Yifei Da
, Matías Nicolás Bossa, Abel Díaz Berenguer, Hichem Sahli:
Reducing Bias in Sentiment Analysis Models Through Causal Mediation Analysis and Targeted Counterfactual Training. IEEE Access 12: 10120-10134 (2024)- [j75]Abel Díaz Berenguer, Maryna Kvasnytsia, Matías Nicolás Bossa, Tanmoy Mukherjee, Nikos Deligiannis, Hichem Sahli:
Semi-supervised medical image classification via distance correlation minimization and graph attention regularization. Medical Image Anal. 94: 103107 (2024) - [j74]Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel:
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. Medical Image Anal. 97: 103230 (2024) - [j73]Yiming Chen, Lusine Abrahamyan, Hichem Sahli, Nikos Deligiannis:
Learned Parameter Compression for Efficient and Privacy-Preserving Federated Learning. IEEE Open J. Commun. Soc. 5: 3503-3516 (2024) - [j72]Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
STDP-Driven Development of Attention-Based People Detection in Spiking Neural Networks. IEEE Trans. Cogn. Dev. Syst. 16(1): 380-387 (2024) - [j71]Eirini Papagiannopoulou, Matías Nicolás Bossa, Nikos Deligiannis, Hichem Sahli:
Long-Term Regional Influenza-Like-Illness Forecasting Using Exogenous Data. IEEE J. Biomed. Health Informatics 28(6): 3781-3792 (2024) - [c132]Soha Sadat Mahdi, Eirini Papagiannopoulou, Nikos Deligiannis, Hichem Sahli:
Co-Occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes. ICASSP 2024: 10146-10150 - 2023
- [j70]Adnan Albaba, Marc Bauduin, Tim Verbelen, Hichem Sahli, André Bourdoux:
Forward-Looking MIMO-SAR for Enhanced Radar Imaging in Autonomous Mobile Robots. IEEE Access 11: 66934-66948 (2023) - [j69]Haifeng Chen, Dongmei Jiang, Yong Zhao, Xiaoyong Wei, Ke Lu, Hichem Sahli:
Region Attentive Action Unit Intensity Estimation With Uncertainty Weighted Multi-Task Learning. IEEE Trans. Affect. Comput. 14(3): 2033-2047 (2023) - [j68]Ercheng Pei, Yong Zhao, Meshia Cédric Oveneke, Dongmei Jiang, Hichem Sahli:
A Bayesian Filtering Framework for Continuous Affect Recognition From Facial Images. IEEE Trans. Multim. 25: 3709-3722 (2023) - [c131]S. Hamed Javadi, Ruoyu Feng, André Bourdoux, Hichem Sahli:
Multi-target tracking pipeline for MIMO-FMCW radars based on modified GM-PHD. EUSIPCO 2023: 1818-1822 - [c130]Yadisbel Martinez-Cañete, Hichem Sahli, Abel Díaz Berenguer:
Multi-view Infant Cry Classification. IbPRIA 2023: 639-653 - [c129]Soha Sadat Mahdi, Nikos Deligiannis, Hichem Sahli:
A Review of Deep Learning Methods for Automated Clinical Coding. ICCAE 2023: 35-39 - [c128]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. ICRA 2023: 2782-2788 - [c127]Eduardo Garea Llano, Abel Díaz Berenguer, Hichem Sahli, Evelio R. Gonzalez-Dalmau:
Chest X-Ray Imaging Severity Score of COVID-19 Pneumonia. MCPR 2023: 211-220 - [c126]Maryna Kvasnytsia, Abel Díaz Berenguer, Hichem Sahli, Jef Vandemeulebroucke:
COVID-19 Lesion Segmentation Framework for the Contrast-Enhanced CT in the Absence of Contrast-Enhanced CT Annotations. MILLanD@MICCAI 2023: 71-81 - [i8]Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel Dubois:
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. CoRR abs/2306.10484 (2023) - 2022
- [j67]Habib-Ur-Rehman Khalid, Ali A. Gorji, André Bourdoux, Sofie Pollin, Hichem Sahli:
Multi-View CNN-LSTM Architecture for Radar-Based Human Activity Recognition. IEEE Access 10: 24509-24519 (2022) - [j66]Elsa Santos Febles, Marlis Ontivero-Ortega, Michell Valdés Sosa, Hichem Sahli:
Machine Learning Techniques for the Diagnosis of Schizophrenia Based on Event-Related Potentials. Frontiers Neuroinformatics 16 (2022) - [j65]Xiaohan Xia, Le Yang, Xiaoyong Wei, Hichem Sahli, Dongmei Jiang:
A multi-scale multi-attention network for dynamic facial expression recognition. Multim. Syst. 28(2): 479-493 (2022) - [j64]Meshia Cédric Oveneke, Yong Zhao, Ercheng Pei, Abel Díaz Berenguer, Dongmei Jiang, Hichem Sahli:
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions. IEEE Trans. Affect. Comput. 13(1): 426-439 (2022) - [j63]Ruoyu Feng, Eddy De Greef, Maxim Rykunov, Hichem Sahli, Sofie Pollin, André Bourdoux:
Multipath Ghost Recognition for Indoor MIMO Radar. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j62]Adham Sakhnini, Sibren De Bast, Mamoun Guenach, André Bourdoux, Hichem Sahli, Sofie Pollin:
Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed. IEEE Trans. Wirel. Commun. 21(8): 6256-6270 (2022) - [c125]Abel Díaz Berenguer, Tanmoy Mukherjee, Yifei Da, Matías Nicolás Bossa, Maryna Kvasnytsia, Jef Vandemeulebroucke, Nikos Deligiannis, Hichem Sahli:
Representation Learning with Information Theory to Detect COVID-19 and Its Severity. ECCV Workshops (7) 2022: 605-620 - [c124]Adham Sakhnini, André Bourdoux, Mamoun Guenach, Hichem Sahli, Sofie Pollin:
Uplink Payload Power Control in Cell-Free Communication and Radar Networks. GLOBECOM 2022: 5111-5116 - [c123]Adham Sakhnini, Mamoun Guenach, André Bourdoux, Hichem Sahli, Sofie Pollin:
A Target Detection Analysis in Cell-Free Massive MIMO Joint Communication and Radar Systems. ICC 2022: 2567-2572 - [c122]Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Event Camera Data Classification Using Spiking Networks with Spike-Timing-Dependent Plasticity. IJCNN 2022: 1-8 - [c121]Adham Sakhnini, Sibren De Bast, Mamoun Guenach, André Bourdoux, Hichem Sahli, Sofie Pollin:
An Experimental Evaluation of Robust Near-Field Radar Localization Using a Massive MIMO Testbed. JC&S 2022: 1-6 - [c120]Matías N. Bossa, Abel Díaz Berenguer, Hichem Sahli:
Non-parametric ODE-Based Disease Progression Model of Brain Biomarkers in Alzheimer's Disease. MLCN@MICCAI 2022: 95-103 - [c119]Yong Zhao, Haifeng Chen, Hichem Sahli, Ke Lu, Dongmei Jiang:
Uncertainty-Aware Semi-Supervised Learning of 3D Face Rigging from Single Image. ACM Multimedia 2022: 170-179 - [c118]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Learning to Encode Vision on the Fly in Unknown Environments: A Continual Learning SLAM Approach for Drones. SSRR 2022: 373-378 - [i7]Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Continuously Learning to Detect People on the Fly: A Bio-inspired Visual System for Drones. CoRR abs/2202.08023 (2022) - [i6]Abel Díaz Berenguer, Tanmoy Mukherjee, Matias Bossa, Nikos Deligiannis, Hichem Sahli:
Representation Learning with Information Theory for COVID-19 Detection. CoRR abs/2207.01437 (2022) - [i5]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes. CoRR abs/2208.12997 (2022) - [i4]Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen:
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. CoRR abs/2210.04236 (2022) - 2021
- [j61]Ali A. Gorji, Habib-Ur-Rehman Khalid, André Bourdoux, Hichem Sahli:
On the Generalization and Reliability of Single Radar-Based Human Activity Recognition. IEEE Access 9: 85334-85349 (2021) - [j60]Yong Zhao, Le Yang, Ercheng Pei, Meshia Cédric Oveneke, Mitchel Alioscha-Pérez, Longfei Li, Dongmei Jiang, Hichem Sahli:
Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN. Comput. Graph. Forum 40(6): 47-61 (2021) - [j59]Le Yang, Dongmei Jiang, Hichem Sahli:
Integrating Deep and Shallow Models for Multi-Modal Depression Analysis - Hybrid Architectures. IEEE Trans. Affect. Comput. 12(1): 239-253 (2021) - [j58]Abel Díaz Berenguer, Mitchel Alioscha-Pérez, Meshia Cédric Oveneke, Hichem Sahli:
Context-Aware Human Trajectories Prediction via Latent Variational Model. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1876-1889 (2021) - [j57]Ercheng Pei, Meshia Cédric Oveneke, Yong Zhao, Dongmei Jiang, Hichem Sahli:
Monocular 3D Facial Expression Features for Continuous Affect Recognition. IEEE Trans. Multim. 23: 3540-3550 (2021) - [j56]Haifeng Chen, Dongmei Jiang, Hichem Sahli:
Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition. IEEE Trans. Multim. 23: 4171-4183 (2021) - [c117]Yingtao Huo, Dongmei Jiang, Hichem Sahli:
Aspect-based Sentiment Analysis with Weighted Relational Graph Attention Network. ICMI Companion 2021: 63-70 - [i3]Ali Safa, Hichem Sahli, André Bourdoux, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen:
Learning Event-based Spatio-Temporal Feature Descriptors via Local Synaptic Plasticity: A Biologically-realistic Perspective of Computer Vision. CoRR abs/2111.00791 (2021) - 2020
- [j55]Le Yang, Dongmei Jiang, Hichem Sahli:
Feature Augmenting Networks for Improving Depression Severity Estimation From Speech Signals. IEEE Access 8: 24033-24045 (2020) - [j54]Xiaohan Xia, Dongmei Jiang, Hichem Sahli:
Learning Salient Segments for Speech Emotion Recognition Using Attentive Temporal Pooling. IEEE Access 8: 151740-151752 (2020) - [j53]Ercheng Pei, Dongmei Jiang, Hichem Sahli:
An efficient model-level fusion approach for continuous affect recognition from audiovisual signals. Neurocomputing 376: 42-53 (2020) - [j52]Mitchel Alioscha-Pérez, Meshia Cédric Oveneke, Hichem Sahli:
SVRG-MKL: A Fast and Scalable Multiple Kernel Learning Solution for Features Combination in Multi-Class Classification Problems. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1710-1723 (2020) - [c116]Mitchel Alioscha-Pérez, Abel Díaz Berenguer, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli:
Neural architecture search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards. ICAIIC 2020: 276-281 - [c115]Yan Li, Xiaohan Xia, Dongmei Jiang, Hichem Sahli, Ramesh C. Jain:
MEMOS: A Multi-modal Emotion Stream Database for Temporal Spontaneous Emotional State Detection. ICMI Companion 2020: 370-378 - [i2]Abel Díaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Pérez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastián Amador Sánchez, Redona Brahimetaj, Evgenia Papavasileiou, Jonathan Cheung-Wai Chan, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke:
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. CoRR abs/2011.11719 (2020)
2010 – 2019
- 2019
- [j51]Abel Díaz Berenguer, Meshia Cédric Oveneke, Habib-Ur-Rehman Khalid, Mitchel Alioscha-Pérez, André Bourdoux, Hichem Sahli:
GestureVLAD: Combining Unsupervised Features Representation and Spatio-Temporal Aggregation for Doppler-Radar Gesture Recognition. IEEE Access 7: 137122-137135 (2019) - [j50]Zhe Li, Yong Xia, Hichem Sahli:
CSA-DE/EDA: a Novel Bio-inspired Algorithm for Function Optimization and Segmentation of Brain MR Images. Cogn. Comput. 11(6): 855-868 (2019) - [j49]Yong Zhao, Meshia Cédric Oveneke, Dongmei Jiang, Hichem Sahli:
A video prediction approach for animating single face image. Multim. Tools Appl. 78(12): 16389-16410 (2019) - [j48]Ercheng Pei, Dongmei Jiang, Mitchel Alioscha-Pérez, Hichem Sahli:
Continuous affect recognition with weakly supervised learning. Multim. Tools Appl. 78(14): 19387-19412 (2019) - [j47]Yuan Yuan, Lei Lin, Jingbo Chen, Hichem Sahli, Yixiang Chen, Chengyi Wang, Bin Wu:
A New Framework for Modelling and Monitoring the Conversion of Cultivated Land to Built-up Land Based on a Hierarchical Hidden Semi-Markov Model Using Satellite Image Time Series. Remote. Sens. 11(2): 210 (2019) - [j46]Lang He, Dongmei Jiang, Hichem Sahli:
Automatic Depression Analysis Using Dynamic Facial Appearance Descriptor and Dirichlet Process Fisher Encoding. IEEE Trans. Multim. 21(6): 1476-1486 (2019) - [c114]Yan Li, Le Yang, Haifeng Chen, Dongmei Jiang, Hichem Sahli:
Audio Visual Multimodal Classification of Bipolar Disorder Episodes. ACII Workshops 2019: 115-120 - [c113]Le Yang, Itir Önal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, Hichem Sahli:
FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. ACII 2019: 538-544 - [c112]Mitchel Alioscha-Pérez, Meshia Cédric Oveneke, Abel Díaz Berenguer, Cédric Bertrand, Hichem Sahli:
End-To-End Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries. BNAIC/BENELEARN 2019 - [c111]Abel Díaz Berenguer, Meshia Cédric Oveneke, Mitchel Alioscha-Pérez, Hichem Sahli:
Paired Supervised Learning and Unsupervised Pretraining of CNN-Architecture for Violence Detection in Videos. BNAIC/BENELEARN 2019 - [c110]Selma Yilmazyildiz Kayaarma, Sherik Lehal, Hichem Sahli:
Politeness Detection in Speech for Human-Computer Interaction. BNAIC/BENELEARN 2019 - [c109]Habib-Ur-Rehman Khalid, Sofie Pollin, Thomas Gielen, Hans Cappelle, Miguel Glassée, André Bourdoux, Hichem Sahli:
Gesture Recognition with an FMCW Radar. BNAIC/BENELEARN 2019 - [c108]Yan Li, Tao Yang, Le Yang, Xiaohan Xia, Dongmei Jiang, Hichem Sahli:
A Multimodal Framework for State of Mind Assessment with Sentiment Pre-classification. AVEC@MM 2019: 13-18 - [c107]Haifeng Chen, Yifan Deng, Shiwen Cheng, Yixuan Wang, Dongmei Jiang, Hichem Sahli:
Efficient Spatial Temporal Convolutional Features for Audiovisual Continuous Affect Recognition. AVEC@MM 2019: 19-26 - 2018
- [j45]Ruber Hernández-García, Julián Ramos Cózar, Nicolás Guil, Edel B. García Reyes, Hichem Sahli:
Improving Bag-of-Visual-Words model using visual n-grams for human action classification. Expert Syst. Appl. 92: 182-191 (2018) - [j44]Ting Chen, Hichem Sahli, Yanning Zhang, Tao Yang:
Improved compressive tracking based on pixelwise learner. J. Electronic Imaging 27(1): 13003 (2018) - [j43]Ting Chen, Andrea Pennisi, Zhi Li, Yanning Zhang, Hichem Sahli:
A Hierarchical Association Framework for Multi-Object Tracking in Airborne Videos. Remote. Sens. 10(9): 1347 (2018) - [j42]Diana Torres-Boza, Meshia Cédric Oveneke, Fengna Wang, Dongmei Jiang, Werner Verhelst, Hichem Sahli:
Hierarchical sparse coding framework for speech emotion recognition. Speech Commun. 99: 80-89 (2018) - [j41]Meshia Cédric Oveneke, Isabel Gonzalez, Valentin Enescu, Dongmei Jiang, Hichem Sahli:
Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation. IEEE Trans. Affect. Comput. 9(4): 463-477 (2018) - [c106]Zhe Li, Yong Xia, Hichem Sahli:
CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm. BICS 2018: 293-302 - [c105]Le Yang, Yan Li, Haifeng Chen, Dongmei Jiang, Meshia Cédric Oveneke, Hichem Sahli:
Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures. AVEC@MM 2018: 15-21 - 2017
- [j40]Xiaoyi Liu, Hichem Sahli, Yu Meng, Qingqing Huang, Lei Lin:
Flood Inundation Mapping from Optical Satellite Images Using Spatiotemporal Context Learning and Modest AdaBoost. Remote. Sens. 9(6): 617 (2017) - [c104]Le Yang, Dongmei Jiang, Wenjing Han, Hichem Sahli:
DCNN and DNN based multi-modal depression recognition. ACII 2017: 484-489 - [c103]Laurent Jeanpierre, Abdel-Illah Mouaddib, L. Locchi, Maria Teresa Lazaro, Andrea Pennisi, Hichem Sahli, Esra Erdem, Ezgi Demirel, Volkan Patoglu:
COACHES: An assistance multi-robot system in public areas. ECMR 2017: 1-6 - [c102]Le Yang, Hichem Sahli, Xiaohan Xia, Ercheng Pei, Meshia Cédric Oveneke, Dongmei Jiang:
Hybrid Depression Classification and Estimation from Audio Video and Text Information. AVEC@ACM Multimedia 2017: 45-51 - [c101]Le Yang, Dongmei Jiang, Xiaohan Xia, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli:
Multimodal Measurement of Depression Using Deep Learning Models. AVEC@ACM Multimedia 2017: 53-59 - 2016
- [j39]Ting Chen, Yanning Zhang, Tao Yang, Hichem Sahli:
Tracking with dynamic weighted compressive model. J. Vis. Commun. Image Represent. 39: 253-265 (2016) - [j38]Mitchel Alioscha-Pérez, Carine Benadiba, Katty Goossens, Sandor Kasas, Giovanni Dietler, Ronnie Willaert, Hichem Sahli:
A Robust Actin Filaments Image Analysis Framework. PLoS Comput. Biol. 12(8) (2016) - [j37]Alexandre Coninx, Paul Baxter, Elettra Oleari, Sara Bellini, Bert P. B. Bierman, Olivier A. Blanson Henkemans, Lola Cañamero, Piero Cosi, Valentin Enescu, Raquel Ros Espinoza, Antoine Hiolle, Rémi Humbert, Bernd Kiefer, Ivana Kruijff-Korbayová, Rosemarijn Looije, Marco Mosconi, Mark A. Neerincx, Giulio Paci, Georgios Patsis, Clara Pozzi, Francesca Sacchitelli, Hichem Sahli, Alberto Sanna, Giacomo Sommavilla, Fabio Tesser, Yiannis Demiris, Tony Belpaeme:
Towards long-term social child-robot interaction: using multi-activity switching to engage young users. J. Hum. Robot Interact. 5(1): 32-67 (2016) - [j36]Weiyi Wang, Valentin Enescu, Hichem Sahli:
Adaptive Real-Time Emotion Recognition from Body Movements. ACM Trans. Interact. Intell. Syst. 5(4): 18:1-18:21 (2016) - [c100]Xiaohan Xia, Liyong Guo, Dongmei Jiang, Ercheng Pei, Le Yang, Hichem Sahli:
Audio Visual Recognition of Spontaneous Emotions In-the-Wild. CCPR (2) 2016: 692-706 - [c99]Ercheng Pei, Xiaohan Xia, Le Yang, Dongmei Jiang, Hichem Sahli:
Deep neural network and switching Kalman filter based continuous affect recognition. ICME Workshops 2016: 1-6 - [c98]Jingbo Chen, Hichem Sahli, Jiansheng Chen, Chengyi Wang, Dong-xu He, Anzhi Yue:
A hybrid land-use mapping approach based on multi-scale spatial context. IGARSS 2016: 771-774 - [c97]Guofeng Wang, Yu Meng, Hichem Sahli, Anzhi Yue, Jiansheng Chen, Jingbo Chen, Dong-xu He, Bin Wu:
Vehicles detection using GF-2 imagery based on watershed image segmentation. IGARSS 2016: 3758-3761 - [c96]Xiaoyi Liu, Jiancheng Li, Hichem Sahli, Yu Meng, Qingqing Huang:
Improving unsupervised flood detection with spatio-temporal context on HJ-1B CCD data. IGARSS 2016: 4402-4405 - [c95]Le Yang, Dongmei Jiang, Lang He, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli:
Decision Tree Based Depression Classification from Audio Video and Language Information. AVEC@ACM Multimedia 2016: 89-96 - [c94]Ting Chen, Hichem Sahli, Yanning Zhang, Tao Yang, Lingyan Ran:
Compressive Tracking based on Superpixel Segmentation. MoMM 2016: 348-352 - [i1]Meshia Cédric Oveneke, Mitchel Aliosha-Pérez, Yong Zhao, Dongmei Jiang, Hichem Sahli:
Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization. CoRR abs/1611.09232 (2016) - 2015
- [j35]Georgios Athanasopoulos, Werner Verhelst, Hichem Sahli:
Robust speaker localization for real-world robots. Comput. Speech Lang. 34(1): 129-153 (2015) - [j34]Selma Yilmazyildiz, Werner Verhelst, Hichem Sahli:
Gibberish speech as a tool for the study of affective expressiveness for robotic agents. Multim. Tools Appl. 74(22): 9959-9982 (2015) - [j33]Fengna Wang, Hichem Sahli, Junbin Gao, Dongmei Jiang, Werner Verhelst:
Relevance units machine based dimensional and continuous speech emotion prediction. Multim. Tools Appl. 74(22): 9983-10000 (2015) - [j32]Isabel Gonzalez, Francesco Cartella, Valentin Enescu, Hichem Sahli:
Recognition of facial actions and their temporal segments based on duration models. Multim. Tools Appl. 74(22): 10001-10024 (2015) - [j31]Yuan Yuan, Yu Meng, Lei Lin, Hichem Sahli, Anzhi Yue, Jingbo Chen, Zhongming Zhao, Yun-long Kong, Dong-xu He:
Continuous Change Detection and Classification Using Hidden Markov Model: A Case Study for Monitoring Urban Encroachment onto Farmland in Beijing. Remote. Sens. 7(11): 15318-15339 (2015) - [c93]Ercheng Pei, Le Yang, Dongmei Jiang, Hichem Sahli:
Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks. ACII 2015: 208-214 - [c92]Lang He, Dongmei Jiang, Hichem Sahli:
Multimodal depression recognition with dynamic visual and audio cues. ACII 2015: 260-266 - [c91]Isabel Gonzalez, Werner Verhelst, Meshia Cédric Oveneke, Hichem Sahli, Dongmei Jiang:
Framework for combination aware AU intensity recognition. ACII 2015: 602-608 - [c90]Meshia Cédric Oveneke, Isabel Gonzalez, Weiyi Wang, Dongmei Jiang, Hichem Sahli:
Monocular 3D facial information retrieval for automated facial expression analysis. ACII 2015: 623-629 - [c89]Yong Zhao, Dongmei Jiang, Hichem Sahli:
3D emotional facial animation synthesis with factored conditional Restricted Boltzmann Machines. ACII 2015: 797-803 - [c88]Luca Iocchi, Maria Teresa Lázaro, Laurent Jeanpierre, Abdel-Illah Mouaddib, Esra Erdem, Hichem Sahli:
COACHES Cooperative Autonomous Robots in Complex and Human Populated Environments. AI*IA 2015: 465-477 - [c87]Lang He, Dongmei Jiang, Le Yang, Ercheng Pei, Peng Wu, Hichem Sahli:
Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks. AVEC@ACM Multimedia 2015: 73-80 - [c86]Ting Chen, Hichem Sahli, Yanning Zhang, Tao Yang:
Multi-Object Tracking in Airborne Video Imagery based on Compressive Tracking Detection Responses. MoMM 2015: 389-392 - 2014
- [j30]Peng Wu, Isabel Gonzalez, Georgios Patsis, Dongmei Jiang, Hichem Sahli, Eric Kerckhofs, Marie Vandekerckhove:
Objectifying Facial Expressivity Assessment of Parkinson's Patients: Preliminary Study. Comput. Math. Methods Medicine 2014: 427826:1-427826:12 (2014) - [j29]Geert De Cubber, Hichem Sahli:
Augmented Lagrangian-based approach for dense three-dimensional structure and motion estimation from binocular image sequences. IET Comput. Vis. 8(2): 98-109 (2014) - [j28]Mitchel Alioscha-Pérez, Ronnie Willaert, Hichem Sahli:
A Segmentation Framework for phase Contrast and Fluorescence microscopy Images. Int. J. Pattern Recognit. Artif. Intell. 28(7) (2014) - [j27]Dongmei Jiang, Yong Zhao, Hichem Sahli, Yanning Zhang:
Speech driven photo realistic facial animation based on an articulatory DBN model and AAM features. Multim. Tools Appl. 73(1): 397-415 (2014) - [j26]Mitchel Alioscha-Pérez, Hichem Sahli:
Efficient Learning of Spatial Patterns with Multi-Scale Conditional Random Fields for Region-Based Classification. Remote. Sens. 6(8): 6727-6764 (2014) - [c85]Jiamei Wei, Ercheng Pei, Dongmei Jiang, Hichem Sahli, Lei Xie, Zhonghua Fu:
Multimodal continuous affect recognition based on LSTM and multiple kernel learning. APSIPA 2014: 1-4 - [c84]Weiyi Wang, Georgios Athanasopoulos, Georgios Patsis, Valentin Enescu, Hichem Sahli:
Real-Time Emotion Recognition from Natural Bodily Expressions in Child-Robot Interaction. ECCV Workshops (3) 2014: 424-435 - [c83]Raquel Ros, Alexandre Coninx, Yiannis Demiris, Georgios Patsis, Valentin Enescu, Hichem Sahli:
Behavioral accommodation towards a dance robot tutor. HRI 2014: 278-279 - [c82]