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Laurent Jacques

Professeur
laurent.jacques@uclouvain.be

SST/EPL Louvain School of Engineering (EPL)

SST/ICTM Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM)

SST/ICTM/INMA Pôle en ingénierie mathématique (INMA)

2026
Conference paper

Eertmans, J., Lequeu, S., Legat, B., Jacques, L., & Oestges, C. (2026). Fast, Differentiable, GPU-Accelerated Ray Tracing for Multiple Diffraction and Reflection Paths. In Jérome Eertmans, Sophie Lequeu, Benoît Legat, Laurent Jacques, Claude Oestges (ed.), 2026 20th European Conference on Antennas and Propagation (EuCAP). IEEE. https://doi.org/10.23919/EuCAP68105.2026.11612249

https://research.dial.uclouvain.be/handle/2078.5/271646


2025
Conference paper

Eertmans, J., Di Cicco, N., Oestges, C., Jacques, L., Vitucci, E. M., & Degli-Esposti, V. (2025). Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing. In Jérome Eertmans, Nicola Di Cicco, Claude Oestges, Laurent Jacques, Enrico M. Vitucci, Vittorio Degli-Esposti (ed.), 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN). IEEE. https://doi.org/10.1109/ICMLCN64995.2025.11140249

https://research.dial.uclouvain.be/handle/2078.5/265185


Eertmans, J., Vitucci, E. M., Degli-Esposti, V., Jacques, L., & Oestges, C. (2025). Comparing Differentiable and Dynamic Ray Tracing: Introducing the Multipath Lifetime Map. In Jérome Eertmans, Enrico Maria Vittuci, Vittorio Degli-Esposti, Laurent Jacques, Claude Oestges (ed.), 2025 19th European Conference on Antennas and Propagation (EuCAP). IEEE. https://doi.org/10.23919/EuCAP63536.2025.10999736

https://research.dial.uclouvain.be/handle/2078.5/255237


Mil-Homens Cavaco, N., Jacques, L., & Absil, P.-A. (2025). Exoplanet detection in angular and spectral differential imaging with an accelerated proximal gradient algorithm. ESANN Proceedings. Published. ESANN 2025, Bruges (Belgium) and online. https://doi.org/10.14428/esann/2025.es2025-103 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/266606


Delogne, R., & Jacques, L. (2025). Random Features for Grassmannian Kernels. SSP proceedings, 1(1), 1-4. https://doi.org/10.1109/ssp64130.2025.11073301 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/264145


Tachella, J., Davies, M., & Jacques, L. (2025). UNSURE: self-supervised learning with Unknown Noise level and Stein’s Unbiased Risk Estimate. 13th International Conference on Learning Representations (ICLR 2025). Published. 13th International Conference on Learning Representations (ICLR 2025), Singapore.

https://research.dial.uclouvain.be/handle/2078.5/264188


Hanon, T., Mil-Homens Cavaco, N., Kiely, J., & Jacques, L. (2025). Herglotz-NET: Implicit Neural Representation of Spherical Data with Harmonic Positional Encoding. Sampta′25 proceedings, 1(1), 1-5. https://doi.org/10.1109/sampta64769.2025.11133527 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/264137


Journal article

Leblanc, O., Chu, C. S., Jacques, L., & Wiaux, Y. (2025). MROP: modulated rank-one projections for compressive radio interferometric imaging. Monthly Notices of the Royal Astronomical Society, 543(2), 1727-1747. https://doi.org/10.1093/mnras/staf1510 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/264143


Feuillen, T., Vandendorpe, L., & Jacques, L. (2025). A Novel Multiplicative Phase Dithering Scheme for 1-bit Compressive Radar. IEEE Journal on Selected Topics in Signal Processing, 1-15. https://doi.org/10.1109/JSTSP.2025.3606387 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/263416


Report

Eertmans, J., Di Cicco, N., Oestges, C., Jacques, L., Vitucci, E. M., Degli-Esposti, V., & et al. (2025). Radio Propagation Modeling in an Urban Scenario using Generative Ray Path Sampling.

https://research.dial.uclouvain.be/handle/2078.5/245570


2024
Conference paper

Eertmans, J., Oestges, C., & Jacques, L. (2024). Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization. In Jerome Eertmans, Laurent Jacques, Claude Oestges (ed.), 2024 18th European Conference on Antennas and Propagation (EuCAP). IEEE. https://doi.org/10.23919/EuCAP60739.2024.10501570

https://research.dial.uclouvain.be/handle/2078.5/255233


Feuillen, T., Vandendorpe, L., & Jacques, L. (2024). 1-bit Compressive Radar with Phase Dithering. 1-bit Compressive Radar with Phase Dithering. Published. 2024 32nd European Signal Processing Conference (EUSIPCO), Lyon, France.

https://research.dial.uclouvain.be/handle/2078.5/247612


Delogne, R., & Jacques, L. (2024). Quadratic polynomial kernel approximation with asymmetric embeddings. International Workshop on Deep Learning and Kernel Machines (2024). Published. DEEPK24, Leuven. (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/252133


Sechaud, V., Jacques, L., & Tachella, J. (2024). Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. Proc of 32nd European Signal Processing Conference (EUSIPCO), 1(1), 852. (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/253656


Journal article

Eertmans, J., Oestges, C., Jacques, L., & et al. (2024). DiffeRT2d: A Differentiable Ray Tracing Python Framework for Radio Propagation. Journal of Open Source Software, 9(98), 6915. https://doi.org/10.21105/joss.06915 (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/245571


Eertmans, J., Oestges, C., Jacques, L., & et al. (2024). DiffeRT2d: A Differentiable Ray Tracing Python Framework for Radio Propagation. Journal of Open Source Software. https://doi.org/10.21105/joss.06915

https://research.dial.uclouvain.be/handle/2078.5/265180


Monnoyer de Galland de Carnières, G., Feuillen, T., Vandendorpe, L., & Jacques, L. (2024). Grid Hopping in Sensor Networks: Acceleration Strategies for Single-Step Estimation Algorithms. IEEE Transactions on Signal Processing, 72(1), 4463-4478. https://doi.org/10.1109/tsp.2024.3465842 (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/263117


Leblanc, O., Hofer, M., Sivankutty, S., Rigneault, H., & Jacques, L. (2024). Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. IEEE Transactions on Computational Imaging, 10, 208-222. https://doi.org/10.1109/tci.2024.3359178 (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/252017


Daglayan Sevim, H., Vary, S., Absil, O., Cantalloube, F., Christiaens, V., Gillis, N., Jacques, L., Leplat, V., & Absil, P.-A. (2024). An alternating minimization algorithm with trajectory for direct exoplanet detection : The AMAT algorithm. Astronomy & Astrophysics, 692, A126. https://doi.org/10.1051/0004-6361/202451242 (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/253658


Report

Eertmans, J., Di Cicco, N., Oestges, C., Jacques, L., Vitucci, E. M., Degli-Esposti, V., & et al. (2024). Learning to Sample Ray Paths for Faster Point-to-Point Ray Tracing.

https://research.dial.uclouvain.be/handle/2078.5/269448


2023
Conference paper

Eertmans, J., Oestges, C., Jacques, L., & et al. (2023). Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. In Jérome Eertmans, Claude Oestges, Laurent Jacques (ed.), 2023 17th European Conference on Antennas and Propagation (EuCAP). IEEE. https://doi.org/10.23919/EuCAP57121.2023.10132934

https://research.dial.uclouvain.be/handle/2078.5/218109


Delogne, R., Schellekens, V., Daudet, L., & Jacques, L. (2023). Signal processing after quadratic random sketching with optical units. Proceedings of the First International Symposium on Computational Sensing (ISCS23), 1(1). https://doi.org/10.48550/arXiv.2307.14672 (Original work published 2023)

https://research.dial.uclouvain.be/handle/2078.5/101125


Eertmans, J., Oestges, C., Jacques, L., & et al. (2023). Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. Proceedings 2023 17th European Conference on Antennas and Propagation (EuCAP), 1-5. https://doi.org/10.23919/EuCAP57121.2023.10132934

https://research.dial.uclouvain.be/handle/2078.5/255242


Delogne, R., Schellekens, V., Daudet, L., & Jacques, L. (2023). Signal Processing with Optical Quadratic Random Sketches. “Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on”, 1(1). https://doi.org/10.1109/icassp49357.2023.10096869 (Original work published 2023)

https://research.dial.uclouvain.be/handle/2078.5/253642


Leblanc, O., Hofer, M., Sivankutty, S., Rigneault, H., & Jacques, L. (2023). Interferometric single-pixel imaging with a multicore fiber. Proceedings of the First International Symposium on Computational Sensing (ISCS23), 1(1). https://doi.org/10.48550/arXiv.2307.08562 (Original work published 2023)

https://research.dial.uclouvain.be/handle/2078.5/253634


Monnoyer de Galland de Carnières, G., Feuillen Thomas, Jacques, L., & Vandendorpe, L. (2023). Grid Hopping: Accelerating Direct Estimation Algorithms for Multistatic FMCW Radar. International Symposium of Computational Sensing (ISCS) 2023, Luxembourg, Luxembourg.

https://research.dial.uclouvain.be/handle/2078.5/236110


Vary, S., Daglayan Sevim, H., Jacques, L., & Absil, P.-A. (2023). Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. “Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on”, 1(1). https://doi.org/10.1109/icassp49357.2023.10096197 (Original work published 2023)

https://research.dial.uclouvain.be/handle/2078.5/253623


Journal article

Kirkove, M., Zhao, Y., Leblanc, O., Jacques, L., & Georges, M. (2023). ADMM-inspired image reconstruction for terahertz off-axis digital holography. Journal of the Optical Society of America A, 41(3), A1. https://doi.org/10.1364/josaa.504126 (Original work published 2023)

https://research.dial.uclouvain.be/handle/2078.5/252365


Tachella, J., & Jacques, L. (2023). Learning to Reconstruct Signals From Binary Measurements. Transactions on Machine Learning Research, 1400, 1-25. https://doi.org/10.48550/arXiv.2303.08691 (Original work published 2023)

https://research.dial.uclouvain.be/handle/2078.5/252139


2022
Journal article

Schellekens, V., & Jacques, L. (2022). Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. IEEE Transactions on Signal Processing, 70(1), 1348-1360. https://doi.org/10.1109/tsp.2022.3157486 (Original work published 2022)

https://research.dial.uclouvain.be/handle/2078.5/253645


Dirksen, S., Genzel, M., Stollenwerk, A., & Jacques, L. (2022). The Separation Capacity of Random Neural Networks. Journal of Machine Learning Research, 23(209), 1-47. (Original work published 2022)

https://research.dial.uclouvain.be/handle/2078.5/254213


Guérit, S., Sivankutty, S., Lee, J., Rigneault, H., & Jacques, L. (2022). Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. SIAM Journal on Imaging Sciences, 15(2), 387-423. https://doi.org/10.1137/21m1407586 (Original work published 2022)

https://research.dial.uclouvain.be/handle/2078.5/253631


Conference paper

Delogne, R., Schellekens, V., & Jacques, L. (2022). ROP inception: signal estimation with quadratic random sketching. 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium.

https://research.dial.uclouvain.be/handle/2078.5/253649


Leblanc, O., Hofer, M., Sivankutty, S., Rigneault, H., & Jacques, L. (2022). An Interferometric view of Speckle Imaging. Workshop on Low-Rank Models and Applications -- LRMA 22, Mons.

https://research.dial.uclouvain.be/handle/2078.5/253663


2021
Journal article

Schellekens, V., & Jacques, L. (2021). Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines. Information and Inference: A Journal of the IMA. Published. https://doi.org/10.1093/imaiai/iaab008 (Original work published 2021)

https://research.dial.uclouvain.be/handle/2078.5/113233


Pairet, B., Cantalloube, F., & Jacques, L. (2021). MAYONNAISE: a morphological components analysis pipeline for circumstellar discs and exoplanets imaging in the near-infrared. Monthly Notices of the Royal Astronomical Society, 503(3), 3724-3742. https://doi.org/10.1093/mnras/stab607 (Original work published 2021)

https://research.dial.uclouvain.be/handle/2078.5/112629


Chatalic, A., Schellekens, V., Houssiau, F., de Montjoye, Y.-A., Jacques, L., & Gribonval, R. (2021). Compressive learning with privacy guarantees. Information and Inference: A Journal of the IMA. Published. https://doi.org/10.1093/imaiai/iaab005 (Original work published 2021)

https://research.dial.uclouvain.be/handle/2078.5/113239


Jacques, L., & Feuillen, T. (2021). The Importance of Phase in Complex Compressive Sensing. IEEE Transactions on Information Theory, 67(6), 4150-4161. https://doi.org/10.1109/tit.2021.3073566 (Original work published 2021)

https://research.dial.uclouvain.be/handle/2078.5/112634


Gribonval, R., Chatalic, A., Keriven, N., Schellekens, V., Jacques, L., & Schniter, P. (2021). Sketching Data Sets for Large-Scale Learning: Keeping only what you need. I E E E Signal Processing Magazine, 38(5), 12-36. https://doi.org/10.1109/msp.2021.3092574 (Original work published 2021)

https://research.dial.uclouvain.be/handle/2078.5/114140


Conference paper

Sjoerd, D., Genzel, M., Jacques, L., & Stollenwerk, A. (2021). The Separation Capacity of Random Neural Networks. 2021 Online International Conference on Computational Harmonic Analysis (Online-ICCHA2021), Ingolstadt, Germany.

https://research.dial.uclouvain.be/handle/2078.5/253651


Monnoyer de Galland de Carnières, G., Feuillen, T., Vandendorpe, L., & Jacques, L. (2021). Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements. Proceedings of RadarConf 2021. Published. IEEE Radar Conference (RadarConf 2021), Virtual.

https://research.dial.uclouvain.be/handle/2078.5/236107


Monnoyer de Galland de Carnières, G., Feuillen, T., Jacques, L., & Vandendorpe, L. (2021). Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars. Proceedings of ICASSP 2021, Toronto, Ontario, Canada, 6-11 June 2021. Published. ICASSP 2021, Toronto, Ontario, Canada.

https://research.dial.uclouvain.be/handle/2078.5/253664


2020
Conference paper

Schellekens, V., & Jacques, L. (2020). When compressive learning fails: blame the decoder or the sketch? in Proceedings of iTWIST′20, Paper-ID: 22, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France.

https://research.dial.uclouvain.be/handle/2078.5/219838


Monnoyer de Galland de Carnières, G., Vandendorpe, L., & Jacques, L. (2020). Factorization over interpolation: A fast continuous orthogonal matching pursuit. in Proceedings of iTWIST′20, Paper-ID: 45, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France.

https://research.dial.uclouvain.be/handle/2078.5/236109


Feuillen, T., Davies, M., Vandendorpe, L., & Jacques, L. (2020). One Bit to Rule Them All: Binarizing the Reconstruction in 1-bit Compressive Sensing. in Proceedings of iTWIST′20, Paper-ID: 26, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France.

https://research.dial.uclouvain.be/handle/2078.5/219629


Pairet, B., Cantalloube, F., & Jacques, L. (2020). Morphological components analysis for circumstellar disks imaging. in Proceedings of iTWIST′20, Paper-ID: 44, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France.

https://research.dial.uclouvain.be/handle/2078.5/219512


Schellekens, V., & Jacques, L. (2020). Compressive Learning of Generative Networks. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 28. (Original work published 2020)

https://research.dial.uclouvain.be/handle/2078.5/253570


Jacques, L., & Feuillen, T. (2020). Keep the phase! Signal recovery in phase-only compressive sensing. in Proceedings of iTWIST′20, Paper-ID: 25, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France.

https://research.dial.uclouvain.be/handle/2078.5/228676


Journal article

Feuillen, T., Davies, M. E., Vandendorpe, L., & Jacques, L. (2020). (l_1,l_2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. IEEE Signal Processing Letters, 27(27), 396-400. https://doi.org/10.1109/lsp.2020.2973506 (Original work published 2020)

https://research.dial.uclouvain.be/handle/2078.5/119482


Benjilali, W., Guicquero, W., Jacques, L., & Sicard, G. (2020). Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Transactions on Circuits and Systems I: Regular Papers, 67(4), 1218-1231. https://doi.org/10.1109/tcsi.2020.2971565 (Original work published 2020)

https://research.dial.uclouvain.be/handle/2078.5/253506


Moshtaghpour, A., Bioucas-Dias, J. M., & Jacques, L. (2020). Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. IEEE Transactions on Information Theory, 66(11), 7253-7273. https://doi.org/10.1109/tit.2020.2992852 (Original work published 2020)

https://research.dial.uclouvain.be/handle/2078.5/253515


2019
Journal article

Pairet, B., Cantalloube, F., Gomez Gonzalez, C. A., Absil, O., & Jacques, L. (2019). STIM map: detection map for exoplanets imaging beyond asymptotic Gaussian residual speckle noise. Monthly Notices of the Royal Astronomical Society, 487(2), 2262-2277. https://doi.org/10.1093/mnras/stz1350 (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/170871


Foucart, S., Gribonval, R., Jacques, L., & Rauhut, H. (2019). Jointly low-rank and bisparse recovery: Questions and partial answers. Analysis and Applications, 18(01), 25-48. https://doi.org/10.1142/s0219530519410094 (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/252388


Xu, C., & Jacques, L. (2019). Quantized Compressive Sensing with RIP Matrices: The Benefit of Dithering. Information and Inference. Accepted/in-press. https://doi.org/10.1093/imaiai/iaz021 (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/170874


Moshtaghpour, A., Cambareri, V., Philippe Antoine, Matthieu Roblin, & Jacques, L. (2019). A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry. SIAM Journal on Imaging Sciences, 12(2), 671-715. https://doi.org/10.1137/18M1214111 (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/172825


Conference paper

Schellekens, V., Chatalic, A., Houssiau, F., de Montjoye, Y.-A., Jacques, L., & Gribonval, R. (2019). Compressive k-Means with Differential Privacy. “Proceedings of SPARS′19”, 1(1), 1. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/170707


Moshtaghpour, A., Jose M. Bioucas Dias, & Jacques, L. (2019). Single Pixel Hyperspectral Imaging using Fourier Transform Interferometry. BASP. Published. International Biomedical and Astronomical Signal Processing (BASP) Frontiers workshop, Villars-sur-Ollon. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/253490


Pairet, B., Jacques, L., & Cantalloube, F. (2019). Iterative Low-rank and rotating sparsity promotion for circumstellar disks imaging. Proceedings of SPARS′19, 1(1), 1. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/170704


Benjilali, W., Guicquero, W., Jacques, L., & Sicard, G. (2019). Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. 2019 53rd Asilomar Conference on Signals, Systems, and Computers. Published. 2019 53rd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA. https://doi.org/10.1109/ieeeconf44664.2019.9048849

https://research.dial.uclouvain.be/handle/2078.5/219515


Benjilali, W., Guicquero, W., Jacques, L., & Sicard, G. (2019). Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. 2019 IEEE International Symposium on Circuits and Systems (ISCAS). Published. 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan. https://doi.org/10.1109/iscas.2019.8702423

https://research.dial.uclouvain.be/handle/2078.5/226995


Moshtaghpour, A., José M Bioucas-Dias, & Jacques, L. (2019). Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. 2019 ICASSP. Published. International Conference on Acoustics, Speech, and Signal Processing, Brighton, UK. https://doi.org/10.1109/ICASSP.2019.8683396

https://research.dial.uclouvain.be/handle/2078.5/253615


Benjilali, W., Guicquero, W., Jacques, L., & Sicard, G. (2019). An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. 2019 IEEE International Symposium on Circuits and Systems (ISCAS). Published. 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, Japan. https://doi.org/10.1109/iscas.2019.8702325

https://research.dial.uclouvain.be/handle/2078.5/226792


Moshtaghpour, A., & Jacques, L. (2019). Structured Illumination and Variable Density Sampling for Compressive Fourier Transform Interferometry. BASP. Published. International Biomedical and Astronomical Signal Processing (BASP) Frontiers workshop, Villars-sur-Ollon. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/171778


Moshtaghpour, A., Bioucas-Dias, J., & Jacques, L. (2019). Performance of Compressive Sensing for Hadamard-Haar Systems. Proceedings of SPARS′19, 1(1), 1. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/253491


Feuillen, T., Xu, C., Louveaux, J., Vandendorpe, L., & Jacques, L. (2019). Quantity over Quality: Dithered Quantization for Compressive Radar Systems. IEEE Radarconf. Published. Radar Conference 2019, Boston, MA, USA. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/172145


Monnoyer de Galland de Carnières, G., Feuillen, T., Jacques, L., & Vandendorpe, L. (2019). Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars. in Proceedings of IEEE CAMSAP 2019, Le Gosier, France, December, 15-18, 2019. Published. CAMSAP19, Le Gosier, Guadeloupe, France. https://doi.org/10.1109/CAMSAP45676.2019.9022656

https://research.dial.uclouvain.be/handle/2078.5/236108


Schellekens, V., Chatalic, A., Houssiau, F., de Montjoye, Y.-A., Jacques, L., & Gribonval, R. (2019). Differentially Private Compressive K-means. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Published. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom. https://doi.org/10.1109/icassp.2019.8682829

https://research.dial.uclouvain.be/handle/2078.5/226581


Foucart, S., & Jacques, L. (2019). One-Bit Sensing of Low-Rank and Bisparse Matrices. Proceeding of Sampta 2019, 1(1), 1. (Original work published 2019)

https://research.dial.uclouvain.be/handle/2078.5/170702


2018
Conference paper

Xu, C., Schellekens, V., & Jacques, L. (2018). Taking the edge off quantization: projected back projection in dithered compressive sensing. IEEE. Published. IEEE Statistical Signal Processing Workshop 2018, Freiburg, Germany. https://doi.org/10.1109/SSP.2018.8450784 (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/253532


Moshtaghpour, A., José M Bioucas-Dias, & Jacques, L. (2018). Compressive hyperspectral imaging: Fourier transform interferometry meets single pixel camera. iTWIST′18, Id 7. (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/253482


Benjilali, W., Guicquero, W., Sicard, G., & Jacques, L. (2018). A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. Proceedings of MWSCAS 2018. Published. IEEE 61st International Midwest Symposium on Circuits & Systems (MWSCAS 2018), Windsor, Ontario, Canada. (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/172703


Schellekens, V., & Jacques, L. (2018). Compressive Classification (Machine Learning without learning). ITWIST′18, 8. (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/253543


Pairet, B., Cantalloube, F., & Jacques, L. (2018). Reference-less algorithm for circumstellar disks imaging. Proceedings of iTWIST′18, 23. (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/172710


Moshtaghpour, A., & Jacques, L. (2018). Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. 2018 25th IEEE International Conference on Image Processing (ICIP). Published. 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece. https://doi.org/10.1109/icip.2018.8451347

https://research.dial.uclouvain.be/handle/2078.5/227771


Feuillen, T., Xu, C., Vandendorpe, L., & Jacques, L. (2018). 1-bit Localization Scheme for Radar using Dithered Quantized Compressed Sensing. Proceedings of the 5th International Workshop on Compressed Sensing applied to Radar, Multimodal Sensing, and Imaging (CoSeRa), p. 5 pages.

https://research.dial.uclouvain.be/handle/2078.5/226608


Guérit, S., Sivankutty, S., Scotté, C., Lee, J., Rigneault, H., & Jacques, L. (2018). Compressive Sampling Approach for Image Acquisition with Lensless Endoscope. Proceedings of iTWIST′18, 5 (2018). (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/253499


Feuillen, T., Vandendorpe, L., & Jacques, L. (2018). An extreme bit-rate reduction scheme for 2D radar localization. Proceedings of “International Traveling Workshop on Interactions Between Sparse Models and Technology”, 29. (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/172713


Journal article

Cambareri, V., & Jacques, L. (2018). Through the Haze: a Non-Convex Approach to Blind Gain Calibration for Linear Random Sensing Models. Information and Inference, 8(2), 205-271. https://doi.org/10.1093/imaiai/iay004 (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/174945


Degraux, K., Cambareri, V., Geelen, B., Jacques, L., & Lafruit, G. (2018). Multispectral Compressive Imaging Strategies Using Fabry–Pérot Filtered Sensors. IEEE Transactions on Computational Imaging, 4(4), 661-673. https://doi.org/10.1109/tci.2018.2864659 (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/172714


Kirkove, M., Guérit, S., Jacques, L., Loffet, C., Languy, F., Vandenrijt, J.-F., & Georges, M. (2018). Determination of vibration amplitudes from binary phase patterns obtained by phase-shifting time-averaged speckle shearing interferometry. Applied Optics, 57(27), 8065. https://doi.org/10.1364/ao.57.008065 (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/253494


Schellekens, V., & Jacques, L. (2018). Quantized Compressive K-Means. IEEE Signal Processing Letters, 25(8), 1211-1215. https://doi.org/10.1109/lsp.2018.2847908 (Original work published 2018)

https://research.dial.uclouvain.be/handle/2078.5/173236


2017
Conference paper

Cambareri, V., Xu, C., & Jacques, L. (2017). Rare Eclipses in Quantised Random Embeddings of Disjoint Convex Sets: a Matter of Consistency? Proceedings of SPARS′17. Published. Signal Processing with Adaptive Sparse Structured Representations (SPARS′17) Workshop, Lisbon.

https://research.dial.uclouvain.be/handle/2078.5/227362


Cambareri, V., Moshtaghpour, A., & Jacques, L. (2017). A greedy blind calibration method for compressed sensing with unknown sensor gains. Proceedings of IEEE International Symposium on Information Theory, 1(1), 1. https://doi.org/10.1109/ISIT.2017.8006705 (Original work published 2017)

https://research.dial.uclouvain.be/handle/2078.5/253519


Gousenbourger, P.-Y., Jacques, L., & Absil, P.-A. (2017). Fast Method to Fit a C1 Piecewise-Bézier Function to Manifold-Valued Data Points: How Suboptimal is the Curve Obtained on the Sphere S2? In Nielsen F., Barbaresco F. (ed.), Geometric Science of Information. GSI 2017. Lecture Notes in Computer Science. Springer International. https://doi.org/10.1007/978-3-319-68445-1_69

https://research.dial.uclouvain.be/handle/2078.5/254225


Gousenbourger, P.-Y., Massart, E., Musolas, A., Absil, P.-A., Hendrickx, J., Jacques, L., & Marzouk, Y. (2017). Piecewise-Bezier C1 smoothing on manifolds with application to wind field estimation. 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), 305-3010.

https://research.dial.uclouvain.be/handle/2078.5/254227


Degraux, K., Peyré, G., Fadili, M. J., & Jacques, L. (2017). “Sparse Support Recovery with Non-smooth Loss Functions”. Proceedings of SPARS′17. Published. Signal Processing with Adaptive Sparse Structured Representations (SPARS′17) Workshop, Lisbon.

https://research.dial.uclouvain.be/handle/2078.5/227364


Cambareri, V., Xu, C., & Jacques, L. (2017). The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets. Proceedings of the 12th International Conference of Sampling Theory and Applications, Tallinn, 2017. Published. 12th International Conference of Sampling Theory and Applications, Tallinn, 2017, Tallinn, Estoni. https://doi.org/10.1109/SAMPTA.2017.8024364

https://research.dial.uclouvain.be/handle/2078.5/227097


Moshtaghpour, A., Cambareri, V., & Jacques, L. (2017). Compressive Hyperspectral Imaging using Coded Fourier Transform Interferometry. Proceedings of SPARS′17. Published. Signal Processing with Adaptive Sparse Structured Representations (SPARS′17) Workshop, Lisbon.

https://research.dial.uclouvain.be/handle/2078.5/253574


Journal article

Jacques, L., & Cambareri, V. (2017). Time for dithering: fast and quantized random embeddings via the restricted isometry property. Information and Inference, iax004(1), 1. https://doi.org/10.1093/imaiai/iax004 (Original work published 2017)

https://research.dial.uclouvain.be/handle/2078.5/253527


K.C., A. K., Jacques, L., & De Vleeschouwer, C. (2017). Discriminative and efficient label propagation on complementary graphs for multi-object tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(1), 61-74. https://doi.org/10.1109/TPAMI.2016.2533391 (Original work published 2017)

https://research.dial.uclouvain.be/handle/2078.5/253518


Jacques, L. (2017). Small Width, Low Distortions: Quantized Random Embeddings of Low-complexity Sets. IEEE Transactions on Information Theory, 63(9), 5477-5495. https://doi.org/10.1109/TIT.2017.2717583 (Original work published 2017)

https://research.dial.uclouvain.be/handle/2078.5/253524


Determe, J.-F., Louveaux, J., Jacques, L., & Horlin, F. (2017). On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit. IEEE Transactions on Signal Processing, 65(4), 864-875. https://doi.org/10.1109/TSP.2016.2626244 (Original work published 2017)

https://research.dial.uclouvain.be/handle/2078.5/253589


2016
Journal article

Determe, J.-F., Louveaux, J., Jacques, L., & Horlin, F. (2016). Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit. IEEE Signal Processing Letters, 23(11), 1642-1646. https://doi.org/10.1109/LSP.2016.2612759 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253598


Jacques, L. (2016). Error Decay of (almost) Consistent Signal Estimations from Quantized Gaussian Random Projections. IEEE Transactions on Information Theory, 62(8), 4696-4709. https://doi.org/10.1109/TIT.2016.2573313 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253599


Determe, J.-F., Louveaux, J., Jacques, L., & Horlin, F. (2016). On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit. IEEE Signal Processing Letters, 23(1), 164-168. https://doi.org/10.1109/LSP.2015.2506989 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253614


Moshtaghpour, A., Jacques, L., Cambareri, V., Degraux, K., & De Vleeschouwer, C. (2016). Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing. IEEE Signal Processing Letters, 23(1), 25-29. https://doi.org/10.1109/LSP.2015.2497543 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253569


Gonzalez Gonzalez, A., Delouille, V., & Jacques, L. (2016). Non-parametric PSF estimation from celestial transit solar images using blind deconvolution. Journal of Space Weather and Space Climate, 6(A1), 1-20. https://doi.org/10.1051/swsc/2015040 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253575


Conference paper

Pairet, B., Jacques, L., Gomez Gonzalez, C., & Absil, O. (2016). Low Rank and Group-Average Sparsity Driven Convex Optimization for Direct Exoplanets Imaging. Proceedings of the third “international Traveling Workshop on Interactions between Sparse models and Technology” iTWIST′16. Published. “International Traveling Workshop on Interactions Between Sparse Models and Technology”, Aalborg, Denmark. (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/181428


Browet, A., De Vleeschouwer, C., Jacques, L., Mathiah, N., Saykali, B., & Migeotte, I. (2016). Cell segmentation with random ferns and graph-cuts. Proceedings of IEEE International Conference on Image Processing. Published. IEEE International Conference on Image Processing, Phoenix, Arizona, USA. https://doi.org/10.1109/ICIP.2016.7533140

https://research.dial.uclouvain.be/handle/2078.5/229978


Guérit, S., González, A., Bol, A., Lee, J., & Jacques, L. (2016). Blind Deconvolution of PET Images using Anatomical Priors. iTWIST′16. Published. iTWIST 2016, Aalborg. (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253602


Guérit, S., Jacques, L., & Lee, J. (2016). Image Deconvolution by Local Order Preservation of Pixels Values. IEEE. Published. 2016 European Signal Processing Conference, Budapest. https://doi.org/10.1109/EUSIPCO.2016.7760307 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253549


Cambareri, V., & Jacques, L. (2016). A Non-Convex Approach to Blind Calibration from Linear Sub-Gaussian Random Measurements. Proceedings of the “37th WIC Symposium on Information Theory in the Benelux, 6th joint WIC/IEEE SP Symposium on Information Theory and Signal Processing in the Benelux”, 74-81. (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/181397


Degraux, K., Peyré, G., Fadili, M. J., & Jacques, L. (2016). Sparse Support Recovery with Non-smooth Loss Functions. Advances in Neural Information Processing Systems 29: 30th Annual Conference on Neural Information Processing Systems 2016, p. 4276-4284.

https://research.dial.uclouvain.be/handle/2078.5/227285


Gousenbourger, P.-Y., Absil, P.-A., Wirth, B., & Jacques, L. (2016). Interpolation on manifolds using Bézier functions. Proceedings of the third “international Traveling Workshop on Interactions between Sparse models and Technology” iTWIST′16. Published. “International Traveling Workshop on Interactions Between Sparse Models and Technology”, Aalborg, Denmark. (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/181419


Cambareri, V., & Jacques, L. (2016). A non-convex blind calibration method for randomised sensing strategies. Proceedings of International Workshop on “Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa)”, 2016. Published. Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2016 4th International Workshop on, Aachen, Germany. https://doi.org/10.1109/CoSeRa.2016.7745690 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/181437


Cambareri, V., & Jacques, L. (2016). A Non-Convex Approach to Blind Calibration for Linear Random Sensing Models. Proceedings of the third “international Traveling Workshop on Interactions between Sparse models and Technology” iTWIST′16. Published. “International Traveling Workshop on Interactions Between Sparse Models and Technology”, Aalborg, Denmark. (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/181430


Degraux, K., Peyré, G., Fadili, J. M., & Jacques, L. (2016). Sparse Support Recovery with l∞ Data Fidelity. Proceedings of the third “international Traveling Workshop on Interactions between Sparse models and Technology” (iTWIST′16), arXiv:1609.04167. Published. International Traveling Workshop on Interactions Between Sparse Models and Technology, Aalborg.

https://research.dial.uclouvain.be/handle/2078.5/231352


Cambareri, V., & Jacques, L. (2016). Non-Convex Blind Calibration for Compressed Sensing via Iterative Hard Thresholding. 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, UK.

https://research.dial.uclouvain.be/handle/2078.5/227022


Moshtaghpour, A., Cambareri, V., Degraux, K., Gonzalez Gonzalez, A. C., Roblin, M., Jacques, L., & Antoine, P. (2016). Coded-Illumination Fourier Transform Interferometry. Golden Jubilee Meeting of the Royal Belgian Society for Microscopy (RBSM). Published. Golden Jubilee Meeting of the Royal Belgian Society for Microscopy, RBSM 2016, Brussels. (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/268629


Moshtaghpour, A., Degraux, K., Cambareri, V., Gonzales, A., Roblin, M., Jacques, L., & Antoine, P. (2016). Compressive Hyperspectral Imaging with Fourier Transform Interferometry. Proceedings of the third “international Traveling Workshop on Interactions between Sparse models and Technology” (iTWIST′16), arXiv:1609.04167. Published. International Traveling Workshop on Interactions Between Sparse Models and Technology, Aalborg.

https://research.dial.uclouvain.be/handle/2078.5/253578


2015
Journal article

Jacques, L. (2015). A Quantized Johnson Lindenstrauss Lemma: The Finding of Buffon’s Needle. IEEE Transactions on Information Theory, 66(9), 5012-5027. https://doi.org/10.1109/TIT.2015.2453355 (Original work published 2015)

https://research.dial.uclouvain.be/handle/2078.5/253517


Sudhakara Murthy, P., Jacques, L., Dubois, X., Antoine, P., & Joannes, L. (2015). Compressive Imaging and Characterization of Sparse Light Deflection Maps. SIAM Journal on Imaging Sciences, 8(3), 1824–1856 (Submitted: 24 June 2014; Accepted: 15 June 2015; Published online: 15 September 2015.). https://doi.org/10.1137/140974341 (Original work published 2015)

https://research.dial.uclouvain.be/handle/2078.5/253556


Rasson, J., Couniot, N., Van Overstraeten, N., Jacques, L., Francis, L., & Flandre, D. (2015). Quantitative characterization of biofunctionalization layers by robust image analysis for biosensor applications. Sensors and Actuators B: Chemical : international journal devoted to research and development of physical and chemical transducers, 222, 980-986. https://doi.org/10.1016/j.snb.2015.09.028 (Original work published 2016)

https://research.dial.uclouvain.be/handle/2078.5/253513


Conference paper

De Vleeschouwer, C., Legrand, A., Jacques, L., & Hebert, M. (2015). Mitigating memory requirements for random trees/ferns. Proceedings of the IEEE International Conference on Image Processing. Published. IEEE International Conference on Image Processing, Montréal. https://doi.org/10.1109/ICIP.2015.7350793

https://research.dial.uclouvain.be/handle/2078.5/221221


Guérit, S., Jacques, L., Macq, B., & Lee, J. (2015). Post-reconstruction deconvolution of PET images by total generalized variation regularization. Proc EUSIPCO, 23, 629-633. https://doi.org/10.1109/EUSIPCO.2015.7362459 (Original work published 2015)

https://research.dial.uclouvain.be/handle/2078.5/253489


Rottenberg, F., Degraux, K., Jacques, L., Horlin, F., & Louveaux, J. (2015). Pilots allocation for sparse channel estimation in multicarrier systems. Proceedings of the Symposium on Information Theory in the Benelux, (Brussels, Belgium). Published. Symposium on Information Theory in the Benelux, Brussels, Belgium.

https://research.dial.uclouvain.be/handle/2078.5/231519


Degraux, K., Cambareri, V., Jacques, L., Geelen, B., Blanch, C., & Lafruit, G. (2015). Generalized inpainting method for hyperspectral image acquisition. Proc. ICIP 2015. Published. Image Processing (ICIP), 2015 IEEE International Conference on, Québec, Canada. https://doi.org/10.1109/ICIP.2015.7350811

https://research.dial.uclouvain.be/handle/2078.5/218831


Book chapter

Boufounos, P., Jacques, L., Krahmer, F., & Saab, R. (2015). Quantization and Compressive Sensing. In H. Boche, R. Calderbank, G. Kutyniok, J. Vybiral (ed.), Compressed Sensing and its Applications (p. p. 193-237). Springer International Publishing. https://doi.org/10.1007/978-3-319-16042-9_7

https://research.dial.uclouvain.be/handle/2078.5/253507


2014
Conference paper

Mory, C., & Jacques, L. (2014). A modified 4D ROOSTER method using the Chambolle-Pock algorithm. Proc. of the Third International Conference on Image Formation in X-Ray Computed Tomography, p. 191-193.

https://research.dial.uclouvain.be/handle/2078.5/223109


Sudhakara Murthy, P., Jacques, L., & Ghosh, P. K. (2014). A sparse smoothing approach for Gaussian mixture model based acoustic-to-articulatory inversion. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, pp. 3032-3036. https://doi.org/10.1109/ICASSP.2014.6854157

https://research.dial.uclouvain.be/handle/2078.5/268482


Degraux, K., Cambareri, V., Geelen, B., Jacques, L., & Lafruit, G. (2014). Compressive Hyperspectral Imaging by Out-of-Focus Modulations and Fabry-Pérot Spectral Filters. Proceedings of the second “international Traveling Workshop on Interactions between Sparse models and Technology” (iTWIST′14), 21-23.

https://research.dial.uclouvain.be/handle/2078.5/221789


Gonzalez Gonzalez, A., & Jacques, L. (2014). Robust phase unwrapping by convex optimization. Image Processing (ICIP), 2014 IEEE International Conference on, 1713-1717. https://doi.org/10.1109/ICIP.2014.7025343

https://research.dial.uclouvain.be/handle/2078.5/220846


Journal article

d’Angelo, E., Jacques, L., Alahi, A., & Vandergheynst, P. (2014). From Bits to Images: Inversion of Local Binary Descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(5), 874-887. (Original work published 2014)

https://research.dial.uclouvain.be/handle/2078.5/253523


Lecarme, L., Maire, E., K.C., A. K., De Vleeschouwer, C., Jacques, L., Simar, A., & Pardoen, T. (2014). Heterogenous void growth revealed by in situ 3-D X-ray mocrotomography using automatic cavity tracking. Acta Materialia, 63, 130-139. https://doi.org/10.1016/j.actamat.2013.10.014 (Original work published 2014)

https://research.dial.uclouvain.be/handle/2078.5/253639


Gonzalez Gonzalez, A., Jacques, L., De Vleeschouwer, C., & Antoine, P. (2014). Compressive optical deflectometric tomography: a constrained total-variation approach. Inverse Problems and Imaging, 8(2), 421-457. https://doi.org/10.3934/ipi.2014.8.421 (Original work published 2014)

https://research.dial.uclouvain.be/handle/2078.5/253486


D’Angelo, E., Vandergheynst, P., Alahi, A., & Jacques, L. (2014). From bits to images: Inversion of local binary descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(5), 874-887. https://doi.org/10.1109/TPAMI.2013.228 (Original work published 2014)

https://research.dial.uclouvain.be/handle/2078.5/192697


2013
Journal article

Jacques, L., Laska, J. N., Boufounos, P. T., & Baraniuk, R. G. (2013). Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors. IEEE Transactions on Information Theory, 59(4), 2082-2102. https://doi.org/10.1109/TIT.2012.2234823 (Original work published 2013)

https://research.dial.uclouvain.be/handle/2078.5/253483


Jacques, L., hammond, d., & Fadili, J. (2013). Stabilizing Nonuniformly Quantized Compressed Sensing with Scalar Companders. IEEE Transactions on Information Theory, 59(12), 7969-7984. https://doi.org/10.1109/TIT.2013.2281815 (Original work published 2013)

https://research.dial.uclouvain.be/handle/2078.5/253550


Conference paper

Sudhakara Murthy, P., Jacques, L., Dubois, X., Antoine, P., & Joannes, L. (2013). Compressive Schlieren Deflectometry. Proceedings of ICASSP 2013, p. 5999-6003. https://doi.org/10.1109/ICASSP.2013.6638816

https://research.dial.uclouvain.be/handle/2078.5/218998


Jacques, L., Degraux, K., & De Vleeschouwer, C. (2013). Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing. Proceedings of International Conference on Sampling Theory and Applications 2013, Bremen, Germany, 105-108.

https://research.dial.uclouvain.be/handle/2078.5/218803


d’Angelo, E., Vandergheynst, P., Jacques, L., & Alahi, A. (2013). “Bits of Images: Inverting Local Image Binary Descriptors”. In d’Angelo, Emmanuel, Vandergheynst, Pierre, Jacques, Laurent, & Alahi, Alexandre (ed.), Bits of Images: Inverting Local Image Binary Descriptors.

https://research.dial.uclouvain.be/handle/2078.5/44136


Sudhakara Murthy, P., Jacques, L., Gonzalez Gonzalez, A., Dubois, X., Antoine, P., & Joannes, L. (2013). Compressive Acquisition of Sparse Deflectometric Maps. In Sudhakara Murthy, Prasad, Jacques, Laurent, Gonzalez Gonzalez, Adriana, Dubois, Xavier, Antoine, Philippe, & Joannes, Luc (ed.), Proceedings of the 10th International Conference on Sampling Theory and Applications (SampTA) (pp. 325-328).

https://research.dial.uclouvain.be/handle/2078.5/202318


2012
Book chapter

Hammond, D., Jacques, L., & vandergheynst, P. (2012). Image modeling with nonlocal spectral graph wavelets. In O. Lézoray and L. Grady (ed.), “Image Processing and Analysing With Graphs: Theory and Practice”. CRC Press, Taylor & Francis Group.

https://research.dial.uclouvain.be/handle/2078.5/159735


Journal article

Shariati, S., Standaert, F.-X., Jacques, L., & Macq, B. (2012). Analysis and experimental evaluation of Image-based PUFs. Journal of Cryptographic Engineering, 2(3), 189-206. https://doi.org/10.1007/s13389-012-0041-3 (Original work published 2012)

https://research.dial.uclouvain.be/handle/2078.5/253576


Afshari, H., Jacques, L., Bagnato, L., Schmid, A., Vandergheynst, P., & Leblebici, Y. (2012). The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability. Journal of Signal Processing Systems : the journal of DSP technologies, 70(3), 305-328. https://doi.org/10.1007/s11265-012-0668-4 (Original work published 2012)

https://research.dial.uclouvain.be/handle/2078.5/253485


Conference paper

Gonzalez Gonzalez, A., Jacques, L., & Antoine, P. (2012). TV−l2 Refractive Index Map Reconstruction from Polar Domain Deflectometry. Proc. 1st international Traveling Workshop for Interacting Sparse models and Technology (iTWIST′12), Marseille, France. Published. Workshop: 1st international Traveling Workshop for Interacting Sparse models and Technology, Marseille, France.

https://research.dial.uclouvain.be/handle/2078.5/38164


Antoine, P., Foumouo, E., Dewandel, J.-L., Beghuin, D., Gonzalez Gonzalez, A., & Jacques, L. (2012). Sparsity-driven optical deflection tomography with non-linear light ray propagation. Optimess 2012. Published. OPTIMESS 2012, Antwerp, Belgium.

https://research.dial.uclouvain.be/handle/2078.5/52671


K.C., A. K., Delannay, D., Jacques, L., & De Vleeschouwer, C. (2012). Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features. 11th Asian Conference on Computer Vision, Detection and Tracking in Challenging Environments Workshop, Daejeon, Korea, Lecture Notes in Computer Science, Vol. 7724-7727. Published. Detection and Tracking in Challenging Environments (DTCE) workshop on 11th Asian Conference on Computer Vision, Daejeon, Korea. https://doi.org/10.1007/978-3-642-37484-5_34

https://research.dial.uclouvain.be/handle/2078.5/220138


2011
Journal article

Jacques, L., Hammond K., D., & M. J., F. (2011). Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine. IEEE Transactions on Information Theory, 57(1), 559-571. https://doi.org/10.1109/TIT.2010.2093310 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/253514


Jacques, L., Duval, L., Chaux, C., & Peyré, G. (2011). A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. Signal Processing, 91(12), 2699-2730 (December). https://doi.org/10.1016/j.sigpro.2011.04.025 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/253565


Janssens, G., Jacques, L., Orban de Xivry, J., Geets, X., & Macq, B. (2011). Diffeomorphic Registration of Images with Variable Contrast Enhancement. International Journal of Biomedical Imaging, 2011(1), 16. https://doi.org/10.1155/2011/891585 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/253484


Alahi, A., Jacques, L., Boursier, Y., & Vandergheynst, P. (2011). Sparsity Driven People Localization with a Heterogeneous Network of Cameras. Journal of Mathematical Imaging and Vision, 41(1-2), 39-58. https://doi.org/10.1007/s10851-010-0258-7 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/253563


Conference paper

Afshari, H., Jacques, L., Schmid, A., Vandergheynst, P., & Leblebici, Y. (2011). Hardware Implementation of an Omnidirectional Camera for Real-Time 3D Imaging. 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), 2011, 1(1), 1-4. https://doi.org/10.1109/3DTV.2011.5877192 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/159763


Gonzalez Gonzalez, A., Jacques, L., & Antoine, P. (2011). Primal-Dual TV Reconstruction in Refractive Deflectometry. Proc. Spars′11, Edinburgh, UK. Published. Workshop : Signal Processing with Adaptive Sparse Structured Representations, Edinburgh, (Scotland, UK).

https://research.dial.uclouvain.be/handle/2078.5/226036


Taquet, M., Jacques, L., Macq, B., & Jaume, S. (2011). Compact Rotation Invariant Image Descriptors By Spectral Trimming. Image Processing (ICIP), 2011 18th IEEE International Conference on, 2033-2036. https://doi.org/10.1109/ICIP.2011.6115878

https://research.dial.uclouvain.be/handle/2078.5/268638


Jacques, L., Gonzalez Gonzalez, A., & Antoine, P. (2011). Refractive index map reconstruction in optical deflectometry using total-variation regularization. SPIE - the International Society for Optical Engineering. Proceedings, 8138(1). https://doi.org/10.1117/12.892729 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/151323


Jacques, L., Hammond, D., & Fadili, J. (2011). Weighted fidelity in non-uniformly quantized compressed sensing. International Conference on Image Processing. Proceedings, 1(1), 1921-1924. https://doi.org/10.1109/ICIP.2011.6115846 (Original work published 2011)

https://research.dial.uclouvain.be/handle/2078.5/159740


Jacques, L., Hammond, D., & Fadili, J. (2011). Weighted Lp Constraints in Noisy Compressed Sensing. Proc. Spars′11, Edinburgh, UK. Published. Workshop : Signal Processing with Adaptive Sparse Structured Representations, Edinburgh, (Scotland, UK).

https://research.dial.uclouvain.be/handle/2078.5/224919


Book chapter

Jacques, L., & Vandergheynst, P. (2011). “Compressed Sensing: When sparsity meets sampling”. In Optical and Digital Image Processing Fundamentals and Applications. P. Schelkens, H. Thienpont and G. Cristóbal.

https://research.dial.uclouvain.be/handle/2078.5/253564


2010
Conference paper

Shariati, S., Standaert, F.-X., Jacques, L., Macq, B., Salhi, M., & Antoine, P. (2010). Random Profiles of Laser Marks. PROCEEDINGS OF THE SYMPOSIUM ON INFORMATION THEORY IN THE BENELUX, 27-34.

https://research.dial.uclouvain.be/handle/2078.5/228213


Foumouo, E., Dewandel, J.-L., Joannes, L., Beghuin, D., Jacques, L., & Antoine, P. (2010). Optical tomography based on phase-shifting schlieren deflectometry. Optical Sensing and Detection, Vol. 7726, 77260U (8 pp.). https://doi.org/10.1117/12.854063

https://research.dial.uclouvain.be/handle/2078.5/253529


Taquet, M., Jacques, L., & De Vleeschouwer, C. (2010). Invariant Spectral Hashing of Image Saliency Graph. In B. Macq (ed.), Proc. of the 3rd International Workshop on Computational Topology in Image Context. 3rd International Workshop on Computational Topology in Image Context, Chipiona, Spain.

https://research.dial.uclouvain.be/handle/2078.5/253620


Hammond, D., Raoaroor, K., Jacques, L., & Vandergheynst, P. (2010). Image denoising with nonlocal spectral graph wavelets. SIAM Conference on Imaging Science. Published. Mini-symposium SIAM IS10, Recent Advances in Sparse and Non-local Image Regularization. SIAM Conference on Imaging Science, Chicago, Illinois, USA.

https://research.dial.uclouvain.be/handle/2078.5/222596


Majidzadeh, V., Jacques, L., Schmid, A., Vandergheynst, P., & Leblebici, Y. (2010). A (256*256) pixel 76.7mW CMOS imager/ compressor based on real-time in-pixel compressive sensing. 2010 IEEE International Symposium on Circuits and Systems. ISCAS 2010, p. 2956-2959. https://doi.org/10.1109/ISCAS.2010.5538021

https://research.dial.uclouvain.be/handle/2078.5/149420


Shariati, S., Jacques, L., Standaert, F.-X., Macq, B., Salhi, M. A., & Antoine, P. (2010). Randomly Driven Fuzzy Key Extraction of Unclonable Images. Image Processing (ICIP), 2010 17th IEEE International Conference on, 4329-4332. https://doi.org/10.1109/ICIP.2010.5652420

https://research.dial.uclouvain.be/handle/2078.5/253546


Patent

Bagnato, L., Jacques, L., Vandergheynst, P., Afshari, H., Schmid, A., & Leblebici, Y. (2010). OMNIDIRECTIONAL SENSOR ARRAY SYSTEM / SYSTÈME DE RÉSEAU DE CAPTEURS OMNIDIRECTIONNELS (Patent No. EP10189474).

https://research.dial.uclouvain.be/handle/2078.5/23586


Journal article

Jacques, L. (2010). A short note on compressed sensing with partially known signal support. Signal Processing, 90(12), 3308-3312. https://doi.org/10.1016/j.sigpro.2010.05.025 (Original work published 2010)

https://research.dial.uclouvain.be/handle/2078.5/253581


2009
Conference paper

Alahi, A., Jacques, L., Boursier, Y., & Vandergheynst, P. (2009). Sparsity-driven people localization algorithm: evaluation in crowded scenes environments. 2009 Twelfth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS-Winter 2009), 8 pp. https://doi.org/10.1109/PETS-WINTER.2009.5399487

https://research.dial.uclouvain.be/handle/2078.5/253577


Boursier, Y., Jacques, L., Raboud, D., Frossard, P., Fadili, J., & Vandergheynst, ï. (2009). TV-Regularized Generation of Planar Images from Omnicams. International Conference on Image Processing. Proceedings, 1(1), 1161 - 1164 (7-10 Nov. 2009 ). https://doi.org/10.1109/ICIP.2009.5413712 (Original work published 2009)

https://research.dial.uclouvain.be/handle/2078.5/69180


Naini, F., Gribonval, R., Jacques, L., & Vandergheynst, P. (2009). Compressive Sampling of Pulse Trains : Spread the Spectrum ! Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, 1(1), 2877-2880. https://doi.org/10.1109/ICASSP.2009.4960224 (Original work published 2009)

https://research.dial.uclouvain.be/handle/2078.5/159782


Jacques, L., Vandergheynst, P., Bibet, A., Majidzadeh, V., Schmid, A., & Leblebici, Y. (2009). CMOS Compressed Imaging by Random Convolution. Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, 1(1), 1113-1116. https://doi.org/10.1109/ICASSP.2009.4959783 (Original work published 2009)

https://research.dial.uclouvain.be/handle/2078.5/159783


Alahi, A., Boursier, Y., Jacques, L., & Vandergheynst, P. (2009). A Sparsity Constrained Inverse Problem to Locate People in a Network of Cameras. International Conference on Image Processing. Proceedings, 1(1), 1-7. https://doi.org/10.1109/ICDSP.2009.5201223 (Original work published 2009)

https://research.dial.uclouvain.be/handle/2078.5/159766


Jacques, L., Hammond, D., & Fadili, J. (2009). Dequantizing Compressed Sensing with Non-Gaussian Constraints. International Conference on Image Processing. Proceedings, 1(1), 1465-1468. https://doi.org/10.1109/ICIP.2009.5414551 (Original work published 2009)

https://research.dial.uclouvain.be/handle/2078.5/66337


Alahi, A., Boursier, Y., Jacques, L., & Vandergheynst, P. (2009). Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), 8 pp. https://doi.org/10.1109/ICDSC.2009.5289406

https://research.dial.uclouvain.be/handle/2078.5/253588


Wiaux, Y., Jacques, L., Puy, G., Scaife, A., & Vandergheynst, P. (2009). Compressed sensing for radio interferometry : prior-enhanced Basis Pursuit imaging techniques. Proc. Spars′09, St Malo, France., inria-00369428, version 1.

https://research.dial.uclouvain.be/handle/2078.5/223153


Book chapter

Descampe, A., De Vleeschouwer, C., Jacques, L., & Marques, F. (2009). “How does digital cinema compress images?”. In T. Dutoit and F. Marques (ed.), “Applied Signal Processing - A MATLAB-based approach” (p. p. 361-410). Springer, MA.

https://research.dial.uclouvain.be/handle/2078.5/253558


Journal article

Wiaux, Y., Jacques, L., Puy, G., Scaife, A. M. M., & Vandergheynst, P. (2009). Compressed sensing imaging techniques for radio interferometry. Monthly Notices of the Royal Astronomical Society, 395(3), 1733-1742. https://doi.org/10.1111/j.1365-2966.2009.14665.x (Original work published 2009)

https://research.dial.uclouvain.be/handle/2078.5/253545


2008
Journal article

Jacques, L., & De Vleeschouwer, C. (2008). A geometrical study of matching pursuit parametrization. IEEE Transactions on Signal Processing, 56(7), 2835-2848. https://doi.org/10.1109/TSP.2008.917379 (Original work published 2008)

https://research.dial.uclouvain.be/handle/2078.5/253560


Conference paper

Jacques, L., De Vito, E., Bagnato, L., & Vandergheynst, P. (2008). Shape from Texture for Omnidirectional Images. European Signal Processing Conference, EUSIPCO 2008, European Signal Processing Conference(1), 1-4. (Original work published 2008)

https://research.dial.uclouvain.be/handle/2078.5/159787


2007
Journal article

Jacques, L., & Antoine, J.-P. (2007). Multiselective pyramidal decomposition of images: Wavelets with adaptive angular selectivity. International Journal of Wavelets, Multiresolution and Information Processing, 5(5), 785-814. https://doi.org/10.1142/S0219691307002051 (Original work published 2007)

https://research.dial.uclouvain.be/handle/2078.5/253562


2005
Journal article

Delouille, V., De Patoul, J., Hochedez, J., Jacques, L., & Antoine, J.-P. (2005). Wavelet spectrum analysis of EIT/SOHO images. Solar Physics : a journal for solar and solar-stellar research and the study of solar terrestrial physics, 228(1-2), 301-321. https://doi.org/10.1007/s11207-005-5620-3 (Original work published 2005)

https://research.dial.uclouvain.be/handle/2078.5/253603


Wiaux, Y., Jacques, L., & Vandergheynst, P. (2005). Fast spin +-2 spherical harmonics transforms. Journal of Computational Physics, 226, 2359-2371. https://doi.org/10.1016/j.jcp.2007.07.005 (Original work published 2007)

https://research.dial.uclouvain.be/handle/2078.5/253557


Wiaux, Y., Vandergheynst, P., & Jacques, L. (2005). Correspondence principle between spherical and Euclidean wavelets. The Astrophysical Journal : an international review of astronomy and astronomical physics, 632, 15. (Original work published 2005)

https://research.dial.uclouvain.be/handle/2078.5/253498


Wiaux, Y., Vandergheynst, P., & Jacques, L. (2005). Fast directional correlation on the sphere with steerable filters. The Astrophysical Journal : an international review of astronomy and astronomical physics, 652, 820-832. https://doi.org/10.1086/507692 (Original work published 2006)

https://research.dial.uclouvain.be/handle/2078.5/253511


Jacques, L. (2005). Stereographic wavelet frames on the sphere. Applied and Computational Harmonic Analysis, 19(2), 223-252. https://doi.org/10.1016/j.acha.2005.05.001 (Original work published 2005)

https://research.dial.uclouvain.be/handle/2078.5/253616


2004
Conference paper

Antoine, J.-P., & Jacques, L. (2004). The multiselectivity scheme: A pyramidal organization of wavelets with variable angular selectivity. Proc. EUSIPCO′04, Vienna, 2004, 65-68.

https://research.dial.uclouvain.be/handle/2078.5/219646


Antoine, J.-P., & Jacques, L. (2004). Traitement de l’image : de l’équation de la chaleur aux ondelettes. IREM-Bordeaux. Published. Université d’été “Sciences mathématiques et modélisation”, IREM - Bordeaux.

https://research.dial.uclouvain.be/handle/2078.5/25975


Bogdanova, I., Vandergheynst, P., Antoine, J.-P., Jacques, L., & Morvidone, M. (2004). Discrete wavelet frames on the sphere. Proc. EUSIPCO′04, Vienna, 2004, 49-52.

https://research.dial.uclouvain.be/handle/2078.5/219063


Dissertation

Jacques, L. (2004). Ondelettes, repères et couronne solaire.

https://research.dial.uclouvain.be/handle/2078.5/129920


Book chapter

Antoine, J.-P., & Jacques, L. (2004). The 2-D wavelet transform in image processing: Two novel applications. In J.Govaerts, M.N.Hounkonnou, and A.Z.Msezane (ed.), Contemporary Problems in Mathematical Physics (Cotonou, Bénin, Nov. 2003) (pp. 414-435). World Scientific. https://doi.org/10.1142/9789812702487_0023

https://research.dial.uclouvain.be/handle/2078.5/218952


2003
Conference paper

Antoine, J.-P., & Jacques, L. (2003). Angular multiselectivity analysis of images. SPIE - the International Society for Optical Engineering. Proceedings, Vol. 5207, p. 196-207. https://doi.org/10.1117/12.504800

https://research.dial.uclouvain.be/handle/2078.5/219833


Gissot, S., Hochedez, J.-F., Dibos, F., Brajsa, R., Jacques, L., Berghmans, D., Zhukov, A., Clette, F., Woehl, H., & Antoine, J.-P. (2003). Extracting the apparent motion from two successive EIT images. Proceedings of the ISCS Symp. 2003: Solar Variability as an Input to the Earth’s Environment, 1(1), 853-856. (Original work published 2003)

https://research.dial.uclouvain.be/handle/2078.5/25283


Antoine, J.-P., & Jacques, L. (2003). Measuring a curvature radius with directional wavelets. Institute of Physics Conference Series (Online), 173, 899-904. (Original work published 2003)

https://research.dial.uclouvain.be/handle/2078.5/27457


Hochedez, J., Gissot, S., Jacques, L., & Antoine, J.-P. (2003). Multiscale observations of the solar atmosphere. Institute of Physics Conference Series (Online), 173, 931-935. (Original work published 2003)

https://research.dial.uclouvain.be/handle/2078.5/26193


2002
Journal article

Antoine, J.-P., Demanet, L., Hochedez, J.-F., Jacques, L., Terrier, R., & Verwichte, E. (2002). Application of the 2-D wavelet transform to astrophysical images. Physicalia Magazine, 24(1), 93-116. (Original work published 2002)

https://research.dial.uclouvain.be/handle/2078.5/253487


Antoine, J.-P., Demanet, L., Jacques, L., & Vandergheynst, P. (2002). Wavelets on the sphere: implementation and approximations. Applied and Computational Harmonic Analysis, 13(3), 177-200. https://doi.org/10.1016/S1063-5203(02)00507-9 (Original work published 2002)

https://research.dial.uclouvain.be/handle/2078.5/253509


Conference paper

Hochedez, J.-F., Jacques, L., Zhukov, A., Clette, F., & Antoine, J.-P. (2002). Small features in the EIT-SoHO images. Proc. SOHO-11 Conference ‘From Solar Min to Max: Half a Solar Cycle with SOHO’ (March 2002, Davos, CH), 295-298.

https://research.dial.uclouvain.be/handle/2078.5/27543


1999
Conference paper

Antoine, J.-P., Jacques, L., & Vandergheynst, P. (1999). Penrose tilings, quasicrystals, and wavelets. SPIE - the International Society for Optical Engineering. Proceedings, 3813(1), 28-39. https://doi.org/10.1117/12.366795 (Original work published 1999)

https://research.dial.uclouvain.be/handle/2078.5/27782


Journal article

Antoine, J.-P., Jacques, L., & Twarock, R. (1999). Wavelet analysis of a quasiperiodic tiling with fivefold symmetry. Physics Letters. Section A: General, Atomic and Solid State Physics, 261(5-6), 265-274. https://doi.org/10.1016/S0375-9601(99)00634-9 (Original work published 1999)

https://research.dial.uclouvain.be/handle/2078.5/253493


Learning units for 2026

Label Code
Project in Electrical Engineering: Integration of wireless embedded sensing systems LELEC2102
Project in Electrical Engineering: Optimization of wireless embedded sensing systems LELEC2103
Image processing and computer vision LELEC2885
Signal processing LELEC2900
Analysis II LEPL1105
Statistics and data sciences LEPL1109
Cell biology and physiology LGBIO1111
Applied mathematics seminar LINMA2120
Project in mathematical engineering LINMA2360
High-Dimensional Data Analysis and Optimization LINMA2474