Laurent Jacques

Affiliations:
  • Université catholique de Louvain, Louvain-la-Neuve, Belgium


According to our database1, Laurent Jacques authored at least 105 papers between 2004 and 2021.

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Bibliography

2021
The Importance of Phase in Complex Compressive Sensing.
IEEE Trans. Inf. Theory, 2021

Sketching Data Sets for Large-Scale Learning: Keeping only what you need.
IEEE Signal Process. Mag., 2021

The Separation Capacity of Random Neural Networks.
CoRR, 2021

Compressive lensless endoscopy with partial speckle scanning.
CoRR, 2021

Asymmetric compressive learning guarantees with applications to quantized sketches.
CoRR, 2021

Morphological components analysis for circumstellar disks imaging.
CoRR, 2021

Sparse Factorization-Based Detection of Off-the-Grid Moving Targets Using FMCW Radars.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis.
IEEE Trans. Inf. Theory, 2020

Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

($\ell _1, \ell _2$)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements.
IEEE Signal Process. Lett., 2020

Keep the phase! Signal recovery in phase-only compressive sensing.
CoRR, 2020

When compressive learning fails: blame the decoder or the sketch?
CoRR, 2020

One Bit to Rule Them All : Binarizing the Reconstruction in 1-bit Compressive Sensing.
CoRR, 2020

Sketching Datasets for Large-Scale Learning (long version).
CoRR, 2020

Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines.
CoRR, 2020

Compressive Learning of Generative Networks.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019
A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry.
SIAM J. Imaging Sci., 2019

(l1, l2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements.
CoRR, 2019

One-Bit Sensing of Low-Rank and Bisparse Matrices.
CoRR, 2019

Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Differentially Private Compressive K-means.
Proceedings of the IEEE International Conference on Acoustics, 2019

Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination.
Proceedings of the IEEE International Conference on Acoustics, 2019

Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Multispectral Compressive Imaging Strategies Using Fabry-Pérot Filtered Sensors.
IEEE Trans. Computational Imaging, 2018

Quantized Compressive K-Means.
IEEE Signal Process. Lett., 2018

Compressive Classification (Machine Learning without learning).
CoRR, 2018

Proceedings of the fourth "international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques" (iTWIST'18).
CoRR, 2018

Compressive Sampling Approach for Image Acquisition with Lensless Endoscope.
CoRR, 2018

Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera.
CoRR, 2018

Quantized Compressive Sensing with RIP Matrices: The Benefit of Dithering.
CoRR, 2018

Taking the Edge off Quantization: Projected Back Projection in Dithered Compressive Sensing.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit.
IEEE Trans. Signal Process., 2017

Small Width, Low Distortions: Quantized Random Embeddings of Low-Complexity Sets.
IEEE Trans. Inf. Theory, 2017

Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets.
CoRR, 2017

A greedy blind calibration method for compressed sensing with unknown sensor gains.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Fast Method to Fit a <i>C</i><sup>1</sup> Piecewise-Bézier Function to Manifold-Valued Data Points: How Suboptimal is the Curve Obtained on the Sphere S<sup>2</sup> ?
Proceedings of the Geometric Science of Information - Third International Conference, 2017

Piecewise-Bézier C1 smoothing on manifolds with application to wind field estimation.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016
Error Decay of (Almost) Consistent Signal Estimations From Quantized Gaussian Random Projections.
IEEE Trans. Inf. Theory, 2016

Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing.
IEEE Signal Process. Lett., 2016

Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit.
IEEE Signal Process. Lett., 2016

On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit.
IEEE Signal Process. Lett., 2016

Time for dithering: fast and quantized random embeddings via the restricted isometry property.
CoRR, 2016

Blind Deconvolution of PET Images using Anatomical Priors.
CoRR, 2016

Through the Haze: A Non-Convex Approach to Blind Calibration for Linear Random Sensing Models.
CoRR, 2016

A Greedy Blind Calibration Method for Compressed Sensing with Unknown Sensor Gains.
CoRR, 2016

A Non-Convex Blind Calibration Method for Randomised Sensing Strategies.
CoRR, 2016

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016

Sparse Support Recovery with Non-smooth Loss Functions.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Multi-resolution compressive sensing reconstruction.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Cell segmentation with random ferns and graph-cuts.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Image deconvolution by local order preservation of pixels values.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
A Quantized Johnson-Lindenstrauss Lemma: The Finding of Buffon's Needle.
IEEE Trans. Inf. Theory, 2015

Compressive Imaging and Characterization of Sparse Light Deflection Maps.
SIAM J. Imaging Sci., 2015

Consistent Signal and Matrix Estimates in Quantized Compressed Sensing.
CoRR, 2015

Small width, low distortions: quasi-isometric embeddings with quantized sub-Gaussian random projections.
CoRR, 2015

Simultaneous Orthogonal Matching Pursuit With Noise Stabilization: Theoretical Analysis.
CoRR, 2015

Mitigating memory requirements for random trees/ferns.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Generalized inpainting method for hyperspectral image acquisition.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Post-reconstruction deconvolution of PET images by total generalized variation regularization.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
From Bits to Images: Inversion of Local Binary Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

Error Decay of (almost) Consistent Signal Estimations from Quantized Random Gaussian Projections.
CoRR, 2014

Non-parametric PSF estimation from celestial transit solar images using blind deconvolution.
CoRR, 2014

Quantization and Compressive Sensing.
CoRR, 2014

Robust phase unwrapping by convex optimization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A sparse smoothing approach for Gaussian Mixture Model based Acoustic-to-Articulatory Inversion.
Proceedings of the IEEE International Conference on Acoustics, 2014

An Introduction to Optimization Techniques in Computer Graphics.
Proceedings of the 35th Annual Conference of the European Association for Computer Graphics, 2014

2013
The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability.
J. Signal Process. Syst., 2013

Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors.
IEEE Trans. Inf. Theory, 2013

Stabilizing Nonuniformly Quantized Compressed Sensing With Scalar Companders.
IEEE Trans. Inf. Theory, 2013

Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing
CoRR, 2013

On the optimality of a L1/L1 solver for sparse signal recovery from sparsely corrupted compressive measurements
CoRR, 2013

Compressive Schlieren deflectometry.
Proceedings of the IEEE International Conference on Acoustics, 2013

Consistent iterative hard thresholding for signal declipping.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Analysis and experimental evaluation of image-based PUFs.
J. Cryptogr. Eng., 2012

Compressive Optical Deflectometric Tomography: A Constrained Total-Variation Minimization Approach
CoRR, 2012

Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine.
IEEE Trans. Inf. Theory, 2011

A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity.
Signal Process., 2011

Sparsity Driven People Localization with a Heterogeneous Network of Cameras.
J. Math. Imaging Vis., 2011

Diffeomorphic Registration of Images with Variable Contrast Enhancement.
Int. J. Biomed. Imaging, 2011

Compact rotation invariant image descriptors by spectral trimming.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Weighted fidelity in non-uniformly quantized compressed sensing.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
A short note on compressed sensing with partially known signal support.
Signal Process., 2010

Invariant Spectral Hashing of Image Saliency Graph
CoRR, 2010

A (256×256) pixel 76.7mW CMOS imager/ compressor based on real-time In-pixel compressive sensing.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Randomly driven fuzzy key extraction of unclonable images.
Proceedings of the International Conference on Image Processing, 2010

2009
DeQuantizing Compressed Sensing with non-Gaussian constraints.
Proceedings of the International Conference on Image Processing, 2009

TV-regularized generation of planar images from omnicams.
Proceedings of the International Conference on Image Processing, 2009

A sparsity constrained inverse problem to locate people in a network of cameras.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Sport players detection and tracking with a mixed network of planar and omnidirectional cameras.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Compressive sampling of pulse trains: Spread the spectrum!
Proceedings of the IEEE International Conference on Acoustics, 2009

CMOS compressed imaging by Random Convolution.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
A Geometrical Study of Matching Pursuit Parametrization.
IEEE Trans. Signal Process., 2008

Shape from texture for omnidirectional images.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Fast spin ±2 spherical harmonics transforms and application in cosmology.
J. Comput. Phys., 2007

Multiselective Pyramidal Decomposition of Images: Wavelets with Adaptive Angular Selectivity.
Int. J. Wavelets Multiresolution Inf. Process., 2007

2004
Discrete Wavelet Frames on the sphere.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

The multiselectivity scheme: A pyramidal organization of wavelets with variable angular selectivity.
Proceedings of the 2004 12th European Signal Processing Conference, 2004


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