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ORCIDLaurent Jacques
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- affiliation: Université catholique de Louvain, Louvain-la-Neuve, Belgium
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2020 – today
- 2024
[j35]Olivier Leblanc
, Mathias Hofer, Siddharth Sivankutty, Hervé Rigneault, Laurent Jacques:
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. IEEE Trans. Computational Imaging 10: 208-222 (2024)- [c45]Victor Sechaud, Laurent Jacques, Patrice Abry, Julián Tachella:
Equivariance-Based Self-Supervised Learning for Audio Signal Recovery from Clipped Measurements. EUSIPCO 2024: 852-856 - [c44]Thomas Feuillen, Luc Vandendorpe, Laurent Jacques:
1-Bit Compressive Radar with Phase Dithering. EUSIPCO 2024: 2692-2696 - [i69]Alexander Stollenwerk, Laurent Jacques:
Flattened one-bit stochastic gradient descent: compressed distributed optimization with controlled variance. CoRR abs/2405.11095 (2024) - [i68]Julián Tachella, Mike E. Davies, Laurent Jacques:
UNSURE: Unknown Noise level Stein's Unbiased Risk Estimator. CoRR abs/2409.01985 (2024) - [i67]Victor Sechaud, Laurent Jacques, Patrice Abry, Julián Tachella:
Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. CoRR abs/2409.15283 (2024) - 2023
- [j34]Julián Tachella, Laurent Jacques:
Learning to reconstruct signals from binary measurements alone. Trans. Mach. Learn. Res. 2023 (2023) - [c43]Rémi Delogne, Vincent Schellekens, Laurent Daudet, Laurent Jacques:
Signal Processing with Optical Quadratic Random Sketches. ICASSP 2023: 1-5 - [c42]Simon Vary, Hazan Daglayan, Laurent Jacques, Pierre-Antoine Absil:
Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. ICASSP 2023: 1-5 - [i66]Julián Tachella, Laurent Jacques:
Learning to Reconstruct Signals From Binary Measurements. CoRR abs/2303.08691 (2023) - [i65]Olivier Leblanc, Mathias Hofer, Siddharth Sivankutty, Hervé Rigneault, Laurent Jacques:
Interferometric lensless imaging: rank-one projections of image frequencies with speckle illuminations. CoRR abs/2306.12698 (2023) - [i64]Anatole Moureaux, Chloé Chopin, Laurent Jacques, Flavio Abreu Araujo:
Spintronics for image recognition : performance benchmarking via ultrafast data-driven simulations. CoRR abs/2308.05810 (2023) - 2022
- [j33]Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk:
The Separation Capacity of Random Neural Networks. J. Mach. Learn. Res. 23: 309:1-309:47 (2022) - [j32]Stéphanie Guérit, Siddharth Sivankutty, John A. Lee, Hervé Rigneault, Laurent Jacques:
Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. SIAM J. Imaging Sci. 15(2): 387-423 (2022) - [j31]Vincent Schellekens, Laurent Jacques:
Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. IEEE Trans. Signal Process. 70: 1348-1360 (2022) - [c41]Rémi Delogne, Vincent Schellekens, Laurent Jacques:
ROP inception: signal estimation with quadratic random sketching. ESANN 2022 - [i63]Rémi Delogne, Vincent Schellekens, Laurent Jacques:
ROP inception: signal estimation with quadratic random sketching. CoRR abs/2205.08225 (2022) - 2021
- [j30]Rémi Gribonval, Antoine Chatalic, Nicolas Keriven, Vincent Schellekens, Laurent Jacques, Philip Schniter:
Sketching Data Sets for Large-Scale Learning: Keeping only what you need. IEEE Signal Process. Mag. 38(5): 12-36 (2021) - [j29]Laurent Jacques, Thomas Feuillen:
The Importance of Phase in Complex Compressive Sensing. IEEE Trans. Inf. Theory 67(6): 4150-4161 (2021) - [c40]Gilles Monnoyer de Galland de Carnières, Thomas Feuillen, Luc Vandendorpe, Laurent Jacques:
Sparse Factorization-Based Detection of Off-the-Grid Moving Targets Using FMCW Radars. ICASSP 2021: 4575-4579 - [i62]Benoît Pairet, Faustine Cantalloube, Laurent Jacques:
Morphological components analysis for circumstellar disks imaging. CoRR abs/2101.12706 (2021) - [i61]Vincent Schellekens, Laurent Jacques:
Asymmetric compressive learning guarantees with applications to quantized sketches. CoRR abs/2104.10061 (2021) - [i60]Stéphanie Guérit, Siddharth Sivankutty, John Aldo Lee, Hervé Rigneault, Laurent Jacques:
Compressive lensless endoscopy with partial speckle scanning. CoRR abs/2104.10959 (2021) - [i59]Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk:
The Separation Capacity of Random Neural Networks. CoRR abs/2108.00207 (2021) - 2020
- [j28]Thomas Feuillen, Mike E. Davies, Luc Vandendorpe, Laurent Jacques:
($\ell _1, \ell _2$)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. IEEE Signal Process. Lett. 27: 396-400 (2020) - [j27]Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard:
Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(4): 1218-1231 (2020) - [j26]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis. IEEE Trans. Inf. Theory 66(11): 7253-7273 (2020) - [c39]Vincent Schellekens, Laurent Jacques:
Compressive Learning of Generative Networks. ESANN 2020: 429-434 - [i58]Laurent Jacques, Thomas Feuillen:
The importance of phase in complex compressive sensing. CoRR abs/2001.02529 (2020) - [i57]Vincent Schellekens, Laurent Jacques:
Compressive Learning of Generative Networks. CoRR abs/2002.05095 (2020) - [i56]Vincent Schellekens, Laurent Jacques:
Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines. CoRR abs/2004.06560 (2020) - [i55]Rémi Gribonval, Antoine Chatalic, Nicolas Keriven, Vincent Schellekens, Laurent Jacques, Philip Schniter:
Sketching Datasets for Large-Scale Learning (long version). CoRR abs/2008.01839 (2020) - [i54]Thomas Feuillen, Mike E. Davies, Luc Vandendorpe, Laurent Jacques:
One Bit to Rule Them All : Binarizing the Reconstruction in 1-bit Compressive Sensing. CoRR abs/2008.07264 (2020) - [i53]Vincent Schellekens, Laurent Jacques:
When compressive learning fails: blame the decoder or the sketch? CoRR abs/2009.08273 (2020) - [i52]Laurent Jacques, Thomas Feuillen:
Keep the phase! Signal recovery in phase-only compressive sensing. CoRR abs/2011.06499 (2020)
2010 – 2019
- 2019
- [j25]Amirafshar Moshtaghpour, Laurent Jacques, Valerio Cambareri, Philippe Antoine, Matthieu Roblin:
A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry. SIAM J. Imaging Sci. 12(2): 671-715 (2019) - [c38]Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard:
Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. ACSSC 2019: 665-669 - [c37]Gilles Monnoyer de Galland de Carnières, Thomas Feuillen, Laurent Jacques, Luc Vandendorpe:
Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars. CAMSAP 2019: 151-155 - [c36]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination. ICASSP 2019: 7810-7814 - [c35]Vincent Schellekens, Antoine Chatalic, Florimond Houssiau, Yves-Alexandre de Montjoye, Laurent Jacques, Rémi Gribonval:
Differentially Private Compressive K-means. ICASSP 2019: 7933-7937 - [c34]Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard:
Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. ICIP 2019: 2085-2089 - [c33]Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard:
An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. ISCAS 2019: 1-5 - [c32]Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard:
Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. ISCAS 2019: 1-5 - [i51]Simon Foucart, Laurent Jacques:
One-Bit Sensing of Low-Rank and Bisparse Matrices. CoRR abs/1901.06527 (2019) - [i50]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. CoRR abs/1907.09795 (2019) - [i49]Thomas Feuillen, Mike E. Davies, Luc Vandendorpe, Laurent Jacques:
(l1, l2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. CoRR abs/1912.02880 (2019) - 2018
- [j24]Vincent Schellekens, Laurent Jacques:
Quantized Compressive K-Means. IEEE Signal Process. Lett. 25(8): 1211-1215 (2018) - [j23]Kévin Degraux, Valerio Cambareri, Bert Geelen, Laurent Jacques, Gauthier Lafruit:
Multispectral Compressive Imaging Strategies Using Fabry-Pérot Filtered Sensors. IEEE Trans. Computational Imaging 4(4): 661-673 (2018) - [c31]Amirafshar Moshtaghpour, Laurent Jacques:
Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. ICIP 2018: 1433-1437 - [c30]Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard:
A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. MWSCAS 2018: 881-884 - [c29]Chunlei Xu, Vincent Schellekens, Laurent Jacques:
Taking the Edge off Quantization: Projected Back Projection in Dithered Compressive Sensing. SSP 2018: 203-207 - [i48]Chunlei Xu, Laurent Jacques:
Quantized Compressive Sensing with RIP Matrices: The Benefit of Dithering. CoRR abs/1801.05870 (2018) - [i47]Amirafshar Moshtaghpour, Valerio Cambareri, Philippe Antoine, Matthieu Roblin, Laurent Jacques:
A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry. CoRR abs/1801.10432 (2018) - [i46]Kévin Degraux, Valerio Cambareri, Bert Geelen, Laurent Jacques, Gauthier Lafruit:
Multispectral Compressive Imaging Strategies using Fabry-Pérot Filtered Sensors. CoRR abs/1802.02040 (2018) - [i45]Amirafshar Moshtaghpour, Laurent Jacques:
Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. CoRR abs/1803.03217 (2018) - [i44]Vincent Schellekens, Laurent Jacques:
Quantized Compressive K-Means. CoRR abs/1804.10109 (2018) - [i43]Chunlei Xu, Vincent Schellekens, Laurent Jacques:
Taking the edge off quantization: projected back projection in dithered compressive sensing. CoRR abs/1805.04348 (2018) - [i42]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera. CoRR abs/1809.00950 (2018) - [i41]Stéphanie Guérit, Siddharth Sivankutty, Camille Scotté, John Aldo Lee, Hervé Rigneault, Laurent Jacques:
Compressive Sampling Approach for Image Acquisition with Lensless Endoscope. CoRR abs/1810.12286 (2018) - [i40]Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques:
Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. CoRR abs/1810.13200 (2018) - [i39]Sandrine Anthoine, Yannick Boursier, Laurent Jacques:
Proceedings of the fourth "international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques" (iTWIST'18). CoRR abs/1812.00648 (2018) - [i38]Vincent Schellekens, Laurent Jacques:
Compressive Classification (Machine Learning without learning). CoRR abs/1812.01410 (2018) - 2017
- [j22]K. C. Amit Kumar, Laurent Jacques, Christophe De Vleeschouwer:
Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 39(1): 61-74 (2017) - [j21]Laurent Jacques:
Small Width, Low Distortions: Quantized Random Embeddings of Low-Complexity Sets. IEEE Trans. Inf. Theory 63(9): 5477-5495 (2017) - [j20]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit. IEEE Trans. Signal Process. 65(4): 864-875 (2017) - [c28]Pierre-Yves Gousenbourger, Estelle M. Massart, Antoni Musolas, Pierre-Antoine Absil, Julien M. Hendrickx, Laurent Jacques, Youssef M. Marzouk:
Piecewise-Bézier C1 smoothing on manifolds with application to wind field estimation. ESANN 2017 - [c27]Pierre-Yves Gousenbourger, Laurent Jacques, Pierre-Antoine Absil:
Fast Method to Fit a C1 Piecewise-Bézier Function to Manifold-Valued Data Points: How Suboptimal is the Curve Obtained on the Sphere S2 ? GSI 2017: 595-603 - [c26]Valerio Cambareri, Amirafshar Moshtaghpour, Laurent Jacques:
A greedy blind calibration method for compressed sensing with unknown sensor gains. ISIT 2017: 1132-1136 - [i37]Valerio Cambareri, Chunlei Xu, Laurent Jacques:
The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets. CoRR abs/1702.04664 (2017) - 2016
- [j19]Amirafshar Moshtaghpour, Laurent Jacques, Valerio Cambareri, Kévin Degraux, Christophe De Vleeschouwer:
Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing. IEEE Signal Process. Lett. 23(1): 25-29 (2016) - [j18]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit. IEEE Signal Process. Lett. 23(1): 164-168 (2016) - [j17]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit. IEEE Signal Process. Lett. 23(11): 1642-1646 (2016) - [j16]Laurent Jacques:
Error Decay of (Almost) Consistent Signal Estimations From Quantized Gaussian Random Projections. IEEE Trans. Inf. Theory 62(8): 4696-4709 (2016) - [c25]Stéphanie Guérit, Laurent Jacques, John A. Lee:
Image deconvolution by local order preservation of pixels values. EUSIPCO 2016: 542-546 - [c24]Arnaud Browet, Christophe De Vleeschouwer, Laurent Jacques, Navrita Mathiah, Bechara Saykali, Isabelle Migeotte:
Cell segmentation with random ferns and graph-cuts. ICIP 2016: 4145-4149 - [c23]Kévin Degraux, Gabriel Peyré, Jalal Fadili, Laurent Jacques:
Sparse Support Recovery with Non-smooth Loss Functions. NIPS 2016: 4269-4277 - [i36]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit. CoRR abs/1602.03400 (2016) - [i35]Arnaud Browet, Christophe De Vleeschouwer, Laurent Jacques, Navrita Mathiah, Bechara Saykali, Isabelle Migeotte:
Cell segmentation with random ferns and graph-cuts. CoRR abs/1602.05439 (2016) - [i34]Adriana Gonzalez, Hong Jiang, Gang Huang, Laurent Jacques:
Multi-resolution Compressive Sensing Reconstruction. CoRR abs/1602.05941 (2016) - [i33]Valerio Cambareri, Laurent Jacques:
A Non-Convex Blind Calibration Method for Randomised Sensing Strategies. CoRR abs/1605.02615 (2016) - [i32]Laurent Jacques, Valerio Cambareri:
Time for dithering: fast and quantized random embeddings via the restricted isometry property. CoRR abs/1607.00816 (2016) - [i31]Stéphanie Guérit, Adriana Gonzalez, Anne Bol, John A. Lee, Laurent Jacques:
Blind Deconvolution of PET Images using Anatomical Priors. CoRR abs/1608.01896 (2016) - [i30]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit. CoRR abs/1608.08454 (2016) - [i29]Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang:
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR abs/1609.04167 (2016) - [i28]Valerio Cambareri, Laurent Jacques:
A Greedy Blind Calibration Method for Compressed Sensing with Unknown Sensor Gains. CoRR abs/1610.02851 (2016) - [i27]Valerio Cambareri, Laurent Jacques:
Through the Haze: A Non-Convex Approach to Blind Calibration for Linear Random Sensing Models. CoRR abs/1610.09028 (2016) - [i26]Kévin Degraux, Gabriel Peyré, Jalal Fadili, Laurent Jacques:
Sparse Support Recovery with Non-smooth Loss Functions. CoRR abs/1611.01030 (2016) - 2015
- [j15]Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes:
Compressive Imaging and Characterization of Sparse Light Deflection Maps. SIAM J. Imaging Sci. 8(3): 1824-1856 (2015) - [j14]Laurent Jacques:
A Quantized Johnson-Lindenstrauss Lemma: The Finding of Buffon's Needle. IEEE Trans. Inf. Theory 61(9): 5012-5027 (2015) - [c22]Stéphanie Guérit, Laurent Jacques, Benoît Macq, John A. Lee:
Post-reconstruction deconvolution of PET images by total generalized variation regularization. EUSIPCO 2015: 629-633 - [c21]Christophe De Vleeschouwer, Antoine Legrand, Laurent Jacques, Martial Hebert:
Mitigating memory requirements for random trees/ferns. ICIP 2015: 227-231 - [c20]Kévin Degraux, Valerio Cambareri, Laurent Jacques, Bert Geelen, Carolina Blanch, Gauthier Lafruit:
Generalized inpainting method for hyperspectral image acquisition. ICIP 2015: 315-319 - [i25]Kévin Degraux, Valerio Cambareri, Laurent Jacques, Bert Geelen, Carolina Blanch, Gauthier Lafruit:
Generalized Inpainting Method for Hyperspectral Image Acquisition. CoRR abs/1502.01853 (2015) - [i24]K. C. Amit Kumar, Laurent Jacques, Christophe De Vleeschouwer:
Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking. CoRR abs/1504.01124 (2015) - [i23]Laurent Jacques:
Small width, low distortions: quasi-isometric embeddings with quantized sub-Gaussian random projections. CoRR abs/1504.06170 (2015) - [i22]Stéphanie Guérit, Laurent Jacques, Benoît Macq, John A. Lee:
Post-Reconstruction Deconvolution of PET Images by Total Generalized Variation Regularization. CoRR abs/1506.04935 (2015) - [i21]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
Simultaneous Orthogonal Matching Pursuit With Noise Stabilization: Theoretical Analysis. CoRR abs/1506.05324 (2015) - [i20]Amirafshar Moshtaghpour, Laurent Jacques, Valerio Cambareri, Kévin Degraux, Christophe De Vleeschouwer:
Consistent Signal and Matrix Estimates in Quantized Compressed Sensing. CoRR abs/1507.08268 (2015) - [i19]Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin:
On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit. CoRR abs/1508.04040 (2015) - 2014
- [j13]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 874-887 (2014) - [c19]Ivo Ihrke, Xavier Granier, Gaël Guennebaud, Laurent Jacques, Bastian Goldlücke:
An Introduction to Optimization Techniques in Computer Graphics. Eurographics (Tutorials) 2014: 9 - [c18]Prasad Sudhakar, Laurent Jacques, Prasanta Kumar Ghosh:
A sparse smoothing approach for Gaussian Mixture Model based Acoustic-to-Articulatory Inversion. ICASSP 2014: 3032-3036 - [c17]Adriana Gonzalez, Laurent Jacques:
Robust phase unwrapping by convex optimization. ICIP 2014: 1713-1717 - [i18]Petros T. Boufounos, Laurent Jacques, Felix Krahmer, Rayan Saab:
Quantization and Compressive Sensing. CoRR abs/1405.1194 (2014) - [i17]Laurent Jacques:
Error Decay of (almost) Consistent Signal Estimations from Quantized Random Gaussian Projections. CoRR abs/1406.0022 (2014) - [i16]Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes:
Compressive Imaging and Characterization of Sparse Light Deflection Maps. CoRR abs/1406.6425 (2014) - [i15]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - [i14]Adriana Gonzalez, Véronique Delouille, Laurent Jacques:
Non-parametric PSF estimation from celestial transit solar images using blind deconvolution. CoRR abs/1412.6279 (2014) - 2013
- [j12]Laurent Jacques, Jason N. Laska, Petros T. Boufounos, Richard G. Baraniuk:
Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors. IEEE Trans. Inf. Theory 59(4): 2082-2102 (2013) - [j11]Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili:
Stabilizing Nonuniformly Quantized Compressed Sensing With Scalar Companders. IEEE Trans. Inf. Theory 59(12): 7969-7984 (2013) - [j10]Hossein Afshari, Laurent Jacques, Luigi Bagnato, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability. J. Signal Process. Syst. 70(3): 305-328 (2013) - [c16]Srdan Kitic, Laurent Jacques, Nilesh Madhu, Michael Peter Hopwood, Ann Spriet, Christophe De Vleeschouwer:
Consistent iterative hard thresholding for signal declipping. ICASSP 2013: 5939-5943 - [c15]Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes:
Compressive Schlieren deflectometry. ICASSP 2013: 5999-6003 - [i13]Srdan Kitic, Laurent Jacques, Nilesh Madhu, Michael Peter Hopwood, Ann Spriet, Christophe De Vleeschouwer:
Consistent Iterative Hard Thresholding For Signal Declipping. CoRR abs/1303.1023 (2013) - [i12]Laurent Jacques:
On the optimality of a L1/L1 solver for sparse signal recovery from sparsely corrupted compressive measurements. CoRR abs/1303.5097 (2013) - [i11]Laurent Jacques, Kévin Degraux, Christophe De Vleeschouwer:
Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing. CoRR abs/1305.1786 (2013) - [i10]Laurent Jacques:
A Quantized Johnson Lindenstrauss Lemma: The Finding of Buffon's Needle. CoRR abs/1309.1507 (2013) - 2012
- [j9]Saloomeh Shariati, François-Xavier Standaert, Laurent Jacques, Benoît Macq:
Analysis and experimental evaluation of image-based PUFs. J. Cryptogr. Eng. 2(3): 189-206 (2012) - [c14]K. C. Amit Kumar, Damien Delannay, Laurent Jacques, Christophe De Vleeschouwer:
Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features. ACCV Workshops (2) 2012: 412-426 - [i9]Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili:
Stabilizing Nonuniformly Quantized Compressed Sensing with Scalar Companders. CoRR abs/1206.6003 (2012) - [i8]Adriana Gonzalez, Laurent Jacques, Christophe De Vleeschouwer, Philippe Antoine:
Compressive Optical Deflectometric Tomography: A Constrained Total-Variation Minimization Approach. CoRR abs/1209.0654 (2012) - [i7]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. CoRR abs/1211.1265 (2012) - [i6]Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes:
Compressive Schlieren Deflectometry. CoRR abs/1212.0433 (2012) - 2011
- [j8]Guillaume Janssens, Laurent Jacques, Jonathan Orban de Xivry, Xavier Geets, Benoît Macq:
Diffeomorphic Registration of Images with Variable Contrast Enhancement. Int. J. Biomed. Imaging 2011: 891585:1-891585:16 (2011) - [j7]Alexandre Alahi, Laurent Jacques, Yannick Boursier, Pierre Vandergheynst:
Sparsity Driven People Localization with a Heterogeneous Network of Cameras. J. Math. Imaging Vis. 41(1-2): 39-58 (2011) - [j6]Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré:
A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. Signal Process. 91(12): 2699-2730 (2011) - [j5]Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili:
Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine. IEEE Trans. Inf. Theory 57(1): 559-571 (2011) - [c13]Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili:
Weighted fidelity in non-uniformly quantized compressed sensing. ICIP 2011: 1921-1924 - [c12]Maxime Taquet, Laurent Jacques, Benoît Macq, Sylvain Jaume:
Compact rotation invariant image descriptors by spectral trimming. ICIP 2011: 2033-2036 - [i5]Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré:
A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity. CoRR abs/1101.5320 (2011) - [i4]Laurent Jacques, Jason N. Laska, Petros Boufounos, Richard G. Baraniuk:
Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors. CoRR abs/1104.3160 (2011) - 2010
- [j4]Laurent Jacques:
A short note on compressed sensing with partially known signal support. Signal Process. 90(12): 3308-3312 (2010) - [c11]Saloomeh Shariati, Laurent Jacques, François-Xavier Standaert, Benoît Macq, Mohamed Amin Salhi, Philippe Antoine:
Randomly driven fuzzy key extraction of unclonable images. ICIP 2010: 4329-4332 - [c10]Vahid Majidzadeh, Laurent Jacques, Alexandre Schmid, Pierre Vandergheynst, Yusuf Leblebici:
A (256×256) pixel 76.7mW CMOS imager/ compressor based on real-time In-pixel compressive sensing. ISCAS 2010: 2956-2959 - [i3]Maxime Taquet, Laurent Jacques, Christophe De Vleeschouwer, Benoît Macq:
Invariant Spectral Hashing of Image Saliency Graph. CoRR abs/1009.3029 (2010)
2000 – 2009
- 2009
- [c9]Laurent Jacques, Pierre Vandergheynst, Alexandre Bibet, Vahid Majidzadeh, Alexandre Schmid, Yusuf Leblebici:
CMOS compressed imaging by Random Convolution. ICASSP 2009: 1113-1116 - [c8]Farid M. Naini, Rémi Gribonval, Laurent Jacques, Pierre Vandergheynst:
Compressive sampling of pulse trains: Spread the spectrum! ICASSP 2009: 2877-2880 - [c7]Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst:
Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. ICDSC 2009: 1-8 - [c6]Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst:
A sparsity constrained inverse problem to locate people in a network of cameras. DPS 2009: 1-7 - [c5]Yannick Boursier, Laurent Jacques, Didier Raboud, Pascal Frossard, Mohamed-Jalal Fadili, Pierre Vandergheynst:
TV-regularized generation of planar images from omnicams. ICIP 2009: 1161-1164 - [c4]Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili:
DeQuantizing Compressed Sensing with non-Gaussian constraints. ICIP 2009: 1465-1468 - [i2]Laurent Jacques, David K. Hammond, Jalal Fadili:
Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine. CoRR abs/0902.2367 (2009) - [i1]Laurent Jacques:
A Short Note on Compressed Sensing with Partially Known Signal Support. CoRR abs/0908.0660 (2009) - 2008
- [j3]Laurent Jacques, Christophe De Vleeschouwer:
A Geometrical Study of Matching Pursuit Parametrization. IEEE Trans. Signal Process. 56(7-1): 2835-2848 (2008) - [c3]Laurent Jacques, E. De Vito, Luigi Bagnato, Pierre Vandergheynst:
Shape from texture for omnidirectional images. EUSIPCO 2008: 1-5 - 2007
- [j2]Laurent Jacques, Jean-Pierre Antoine:
Multiselective Pyramidal Decomposition of Images: Wavelets with Adaptive Angular Selectivity. Int. J. Wavelets Multiresolution Inf. Process. 5(5): 785-814 (2007) - [j1]Yves Wiaux, Laurent Jacques, Pierre Vandergheynst:
Fast spin ±2 spherical harmonics transforms and application in cosmology. J. Comput. Phys. 226(2): 2359-2371 (2007) - 2004
- [c2]Iva Bogdanova, Pierre Vandergheynst, Jean-Pierre Antoine, Laurent Jacques, M. Morvidone:
Discrete Wavelet Frames on the sphere. EUSIPCO 2004: 49-52 - [c1]Jean-Pierre Antoine, Laurent Jacques:
The multiselectivity scheme: A pyramidal organization of wavelets with variable angular selectivity. EUSIPCO 2004: 65-68
Coauthor Index
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