Journal Articles

1. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. In: IEEE Transactions on Computational Imaging, Vol. 10, p. 208-222 (2024). doi:10.1109/tci.2024.3359178. http://hdl.handle.net/2078.1/284957

2. Tachella, Julián; Jacques, Laurent. Learning to Reconstruct Signals From Binary Measurements. In: Transactions on Machine Learning Research, , no.1400, p. 1-25 (2023). doi:10.48550/arXiv.2303.08691. http://hdl.handle.net/2078.1/281268

3. Kirkove, Murielle; Zhao, Yuchen; Leblanc, Olivier; Jacques, Laurent; Georges, Marc. ADMM-inspired image reconstruction for terahertz off-axis digital holography. In: Journal of the Optical Society of America A, Vol. 41, no.3, p. A1 (2023). doi:10.1364/josaa.504126. http://hdl.handle.net/2078.1/281368

4. Schellekens, Vincent; Jacques, Laurent. Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. In: IEEE Transactions on Signal Processing, Vol. 70, no.1, p. 1348-1360 (2022). doi:10.1109/tsp.2022.3157486. http://hdl.handle.net/2078.1/265613

5. Dirksen, Sjoerd; Genzel, Martin; Stollenwerk, Alexander; Jacques, Laurent. The Separation Capacity of Random Neural Networks. In: Journal of Machine Learning Research, Vol. 23, no.209, p. 1--47 (2022). (Accepté/Sous presse). http://hdl.handle.net/2078.1/267732

6. Guérit, Stéphanie; Sivankutty, Siddharth; Lee, John Aldo; Rigneault, Hervé; Jacques, Laurent. Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. In: SIAM Journal on Imaging Sciences, Vol. 15, no.2, p. 387-423 (2022). doi:10.1137/21m1407586. http://hdl.handle.net/2078.1/260300

7. Schellekens, Vincent; Jacques, Laurent. Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines. In: Information and Inference: A Journal of the IMA, (2021). doi:10.1093/imaiai/iaab008. http://hdl.handle.net/2078.1/246236

8. Chatalic, Antoine; Schellekens, Vincent; Houssiau, Florimon; de Montjoye, Yves-Alexandre; Jacques, Laurent; Gribonval, Rémi. Compressive learning with privacy guarantees. In: Information and Inference: A Journal of the IMA, (2021). doi:10.1093/imaiai/iaab005. http://hdl.handle.net/2078.1/246235

9. Jacques, Laurent; Feuillen, Thomas. The Importance of Phase in Complex Compressive Sensing. In: IEEE Transactions on Information Theory, Vol. 67, no.6, p. 4150-4161 (2021). doi:10.1109/tit.2021.3073566. http://hdl.handle.net/2078.1/246584

10. Pairet, Benoît; Cantalloube, Faustine; Jacques, Laurent. MAYONNAISE: a morphological components analysis pipeline for circumstellar discs and exoplanets imaging in the near-infrared. In: Monthly Notices of the Royal Astronomical Society, Vol. 503, no.3, p. 3724-3742 (2021). doi:10.1093/mnras/stab607. http://hdl.handle.net/2078.1/246586

11. Gribonval, Remi; Chatalic, Antoine; Keriven, Nicolas; Schellekens, Vincent; Jacques, Laurent; Schniter, Philip. Sketching Data Sets for Large-Scale Learning: Keeping only what you need. In: IEEE Signal Processing Magazine, Vol. 38, no.5, p. 12-36 (2021). doi:10.1109/msp.2021.3092574 (Accepté/Sous presse). http://hdl.handle.net/2078.1/250436

12. Benjilali, Wissam; Guicquero, William; Jacques, Laurent; Sicard, Gilles. Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. In: IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 67, no.4, p. 1218-1231 (2020). doi:10.1109/tcsi.2020.2971565. http://hdl.handle.net/2078.1/242057

13. Feuillen, Thomas; Davies, Mike E.; Vandendorpe, Luc; Jacques, Laurent. (l_1,l_2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. In: IEEE Signal Processing Letters, Vol. 27, no.27, p. 396-400 (2020). doi:10.1109/lsp.2020.2973506. http://hdl.handle.net/2078.1/242058

14. Moshtaghpour, Amirafshar; Bioucas-Dias, Jose M.; Jacques, Laurent. Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. In: IEEE Transactions on Information Theory, Vol. 66, no. 11, p. 7253 - 7273 (2020). doi:10.1109/tit.2020.2992852 (Accepté/Sous presse). http://hdl.handle.net/2078.1/229736

15. Pairet, Benoît; Cantalloube, Faustine; Gomez Gonzalez, Carlos A; Absil, Olivier; Jacques, Laurent. STIM map: detection map for exoplanets imaging beyond asymptotic Gaussian residual speckle noise. In: Monthly Notices of the Royal Astronomical Society, Vol. 487, no.2, p. 2262-2277 (2019). doi:10.1093/mnras/stz1350. http://hdl.handle.net/2078.1/216654

16. Foucart, Simon; Gribonval, Rémi; Jacques, Laurent; Rauhut, Holger. Jointly low-rank and bisparse recovery: Questions and partial answers. In: Analysis and Applications, Vol. 18, no. 01, p. 25-48 (2019). doi:10.1142/s0219530519410094 (Accepté/Sous presse). http://hdl.handle.net/2078.1/223571

17. Xu, Chunlei; Jacques, Laurent. Quantized Compressive Sensing with RIP Matrices: The Benefit of Dithering. In: Information and Inference, (2019). doi:10.1093/imaiai/iaz021 (Accepté/Sous presse). http://hdl.handle.net/2078.1/216652

18. Moshtaghpour, Amirafshar; Cambareri, Valerio; Philippe Antoine; Matthieu Roblin; Jacques, Laurent. A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry. In: SIAM Journal on Imaging Sciences, Vol. 12, no. 2, p. 671–715 (2019). doi:10.1137/18M1214111. http://hdl.handle.net/2078.1/211204

19. Schellekens, Vincent; Jacques, Laurent. Quantized Compressive K-Means. In: IEEE Signal Processing Letters, Vol. 25, no.8, p. 1211-1215 (2018). doi:10.1109/lsp.2018.2847908. http://hdl.handle.net/2078.1/202890

20. Degraux, Kevin; Cambareri, Valerio; Geelen, Bert; Jacques, Laurent; Lafruit, Gauthier. Multispectral Compressive Imaging Strategies Using Fabry–Pérot Filtered Sensors. In: IEEE Transactions on Computational Imaging, Vol. 4, no.4, p. 661-673 (2018). doi:10.1109/tci.2018.2864659. http://hdl.handle.net/2078.1/211763

21. Kirkove, Murielle; Guérit, Stéphanie; Jacques, Laurent; Loffet, Christophe; Languy, Fabian; Vandenrijt, Jean-François; Georges, Marc. Determination of vibration amplitudes from binary phase patterns obtained by phase-shifting time-averaged speckle shearing interferometry. In: Applied Optics, Vol. 57, no.27, p. 8065 (2018). doi:10.1364/ao.57.008065. http://hdl.handle.net/2078.1/208806

22. Cambareri, Valerio; Jacques, Laurent. Through the Haze: a Non-Convex Approach to Blind Gain Calibration for Linear Random Sensing Models. In: Information and Inference, Vol. 8, no. 2, p. 205–271 (2018). doi:10.1093/imaiai/iay004. http://hdl.handle.net/2078.1/194285

23. Jacques, Laurent; Cambareri, Valerio. Time for dithering: fast and quantized random embeddings via the restricted isometry property. In: Information and Inference, Vol. iax004, no.1, p. 1-1 (2017). doi:10.1093/imaiai/iax004. http://hdl.handle.net/2078.1/187184

24. Jacques, Laurent. Small Width, Low Distortions: Quantized Random Embeddings of Low-complexity Sets. In: IEEE Transactions on Information Theory, Vol. 63, no.9, p. 5477-5495 (2017). doi:10.1109/TIT.2017.2717583. http://hdl.handle.net/2078.1/187182

25. Determe, Jean-Francois; Louveaux, Jérôme; Jacques, Laurent; Horlin, Francois. On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit. In: IEEE Transactions on Signal Processing, Vol. 65, no.4, p. 864-875 (2017). doi:10.1109/TSP.2016.2626244. http://hdl.handle.net/2078.1/182869

26. K.C., Amit Kumar; Jacques, Laurent; De Vleeschouwer, Christophe. Discriminative and efficient label propagation on complementary graphs for multi-object tracking. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, no. 1, p. 61-74 (2017). doi:10.1109/TPAMI.2016.2533391. http://hdl.handle.net/2078.1/172873

27. Gonzalez Gonzalez, Adriana; Delouille, Véronique; Jacques, Laurent. Non-parametric PSF estimation from celestial transit solar images using blind deconvolution. In: Journal of Space Weather and Space Climate, Vol. 6, no. A1, p. 1-20 (2016). doi:10.1051/swsc/2015040. http://hdl.handle.net/2078.1/169498

28. Jacques, Laurent. Error Decay of (almost) Consistent Signal Estimations from Quantized Gaussian Random Projections. In: IEEE Transactions on Information Theory, Vol. 62, no.8, p. 4696-4709 (2016). doi:10.1109/TIT.2016.2573313. http://hdl.handle.net/2078.1/178296

29. Moshtaghpour, Amirafshar; Jacques, Laurent; Cambareri, Valerio; Degraux, Kévin; De Vleeschouwer, Christophe. Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing. In: IEEE Signal Processing Letters, Vol. 23, no.1, p. 25-29 (2016). doi:10.1109/LSP.2015.2497543. http://hdl.handle.net/2078.1/167939

30. Determe, Jean-François; Louveaux, Jérôme; Jacques, Laurent; Horlin, François. On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit. In: IEEE Signal Processing Letters, Vol. 23, no.1, p. 164-168 (2016). doi:10.1109/LSP.2015.2506989. http://hdl.handle.net/2078.1/168615

31. Determe, Jean-Francois; Louveaux, Jérôme; Jacques, Laurent; Horlin, Francois. Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit. In: IEEE Signal Processing Letters, Vol. 23, no.11, p. 1642-1646 (2016). doi:10.1109/LSP.2016.2612759. http://hdl.handle.net/2078.1/178294

32. Jacques, Laurent. A Quantized Johnson Lindenstrauss Lemma: The Finding of Buffon's Needle. In: IEEE Transactions on Information Theory, Vol. 66, no.9, p. 5012 - 5027 (Sept. 2015). doi:10.1109/TIT.2015.2453355. http://hdl.handle.net/2078.1/165738

33. Rasson, Jonathan; Couniot, Numa; Van Overstraeten, Nancy; Jacques, Laurent; Francis, Laurent; Flandre, Denis. Quantitative characterization of biofunctionalization layers by robust image analysis for biosensor applications. In: Sensors and Actuators B: Chemical : international journal devoted to research and development of physical and chemical transducers, Vol. 222, p. 980-986 (January 2016). doi:10.1016/j.snb.2015.09.028. http://hdl.handle.net/2078.1/165420

34. Sudhakara Murthy, Prasad; Jacques, Laurent; Dubois, Xavier; Antoine, Philippe; Joannes, Luc. Compressive Imaging and Characterization of Sparse Light Deflection Maps. In: SIAM Journal on Imaging Sciences, Vol. 8, no.3, p. 1824–1856 (Submitted: 24 June 2014; Accepted: 15 June 2015; Published online: 15 September 2015.). doi:10.1137/140974341. http://hdl.handle.net/2078.1/165737

35. d'Angelo, Emmanuel; Jacques, Laurent; Alahi, Alexandre; Vandergheynst, Pierre. From Bits to Images: Inversion of Local Binary Descriptors. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, no. 5, p. 874-887 (2014). http://hdl.handle.net/2078.1/139768

36. Gonzalez Gonzalez, Adriana; Jacques, Laurent; De Vleeschouwer, Christophe; Antoine, Philippe. Compressive optical deflectometric tomography: a constrained total-variation approach. In: Inverse Problems and Imaging, Vol. 8, no.2, p. 421-457 (2014). doi:10.3934/ipi.2014.8.421. http://hdl.handle.net/2078.1/143487

37. Lecarme, Liza; Maire, Eric; K.C., Amit Kumar; De Vleeschouwer, Christophe; Jacques, Laurent; Simar, Aude; Pardoen, Thomas. Heterogenous void growth revealed by in situ 3-D X-ray mocrotomography using automatic cavity tracking. In: Acta Materialia, Vol. 63, p. 130-139. doi:10.1016/j.actamat.2013.10.014. http://hdl.handle.net/2078.1/135237

38. D'Angelo, Emmanuel; Vandergheynst, Pierre; Alahi, Alexandre; Jacques, Laurent. From bits to images: Inversion of local binary descriptors. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, no. 5, p. 874-887 (2014). doi:10.1109/TPAMI.2013.228. http://hdl.handle.net/2078.1/159549

39. Jacques, Laurent; hammond, david; Fadili, Jalal. Stabilizing Nonuniformly Quantized Compressed Sensing with Scalar Companders. In: IEEE Transactions on Information Theory, Vol. 59, no. 12, p. 7969-7984 (2013). doi:10.1109/TIT.2013.2281815. http://hdl.handle.net/2078.1/134382

40. Jacques, Laurent; Laska, Jason N.; Boufounos, Petros T.; Baraniuk, Richard G. Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors. In: IEEE Transactions on Information Theory, Vol. 59, no. 4, p. 2082-2102. doi:10.1109/TIT.2012.2234823. http://hdl.handle.net/2078/123200

41. Afshari, Hossein; Jacques, Laurent; Bagnato, Luigi; Schmid, Alexandre; Vandergheynst, Pierre; Leblebici, Yusuf. The PANOPTIC Camera: A Plenoptic Sensor with Real-Time Omnidirectional Capability. In: Journal of Signal Processing Systems, Vol. 70, no.3, p. 305-328 (2012). doi:10.1007/s11265-012-0668-4. http://hdl.handle.net/2078.1/126013

42. Shariati, Saloomeh; Standaert, François-Xavier; Jacques, Laurent; Macq, Benoît. Analysis and experimental evaluation of Image-based PUFs. In: Journal of Cryptographic Engineering, Vol. 2, no.3, p. 189-206 (23/09/2012). doi:10.1007/s13389-012-0041-3. http://hdl.handle.net/2078/123470

43. Jacques, Laurent; Hammond K., David; M. J., Fadili. Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine. In: IEEE Transactions on Information Theory, Vol. 57, no. 1, p. 559 - 571 (2011). doi:10.1109/TIT.2010.2093310. http://hdl.handle.net/2078.1/70554

44. Janssens, Guillaume; Jacques, Laurent; Orban de Xivry, Jonathan; Geets, Xavier; Macq, Benoît. Diffeomorphic Registration of Images with Variable Contrast Enhancement. In: International Journal of Biomedical Imaging, Vol. 2011, no. 1, p. 16 (2011). doi:10.1155/2011/891585. http://hdl.handle.net/2078.1/69253

45. Jacques, Laurent; Duval, Laurent; Chaux, Caroline; Peyré, Gabriel. A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity. In: Signal Processing, Vol. 91, no. 12, p. 2699-2730 (December). doi:10.1016/j.sigpro.2011.04.025. http://hdl.handle.net/2078.1/87548

46. Alahi, Alexandre; Jacques, Laurent; Boursier, Yannick; Vandergheynst, Pierre. Sparsity Driven People Localization with a Heterogeneous Network of Cameras. In: Journal of Mathematical Imaging and Vision, Vol. 41, no. 1-2, p. 39-58 (2011). doi:10.1007/s10851-010-0258-7. http://hdl.handle.net/2078.1/87549

47. Jacques, Laurent. A short note on compressed sensing with partially known signal support. In: Signal Processing, Vol. 90, no. 12, p. 3308-3312 (2010). doi:10.1016/j.sigpro.2010.05.025. http://hdl.handle.net/2078.1/33575

48. Wiaux, Yves; Jacques, Laurent; Puy, G.; Scaife, A. M. M.; Vandergheynst, P. Compressed sensing imaging techniques for radio interferometry. In: Royal Astronomical Society. Monthly Notices, Vol. 395, no. 3, p. 1733-1742 (2009). doi:10.1111/j.1365-2966.2009.14665.x. http://hdl.handle.net/2078.1/35591

49. Jacques, Laurent; De Vleeschouwer, Christophe. A geometrical study of matching pursuit parametrization. In: IEEE Transactions on Signal Processing, Vol. 56, no. 7, p. 2835-2848 (2008). doi:10.1109/TSP.2008.917379. http://hdl.handle.net/2078.1/36518

50. Jacques, Laurent; Antoine, Jean-Pierre. Multiselective pyramidal decomposition of images: Wavelets with adaptive angular selectivity. In: International Journal of Wavelets, Multiresolution and Information Processing, Vol. 5, no. 5, p. 785-814 (2007). doi:10.1142/S0219691307002051. http://hdl.handle.net/2078.1/36954

51. Bogdanova, Iva; Vandergheynst, Pierre; Antoine, Jean-Pierre; Jacques, Laurent; Morvidone, Marcella. Stereographic wavelet frames on the sphere. In: Applied and Computational Harmonic Analysis, Vol. 19, no. 2, p. 223-252 (2005). doi:10.1016/j.acha.2005.05.001. http://hdl.handle.net/2078.1/39136

52. Wiaux, Yves; Jacques, Laurent; Vandergheynst, P. Fast spin +-2 spherical harmonics transforms. In: Journal of Computational Physics, Vol. 226, p. 2359-2371 (2007). doi:10.1016/j.jcp.2007.07.005. http://hdl.handle.net/2078/30992

53. Delouille, V; De Patoul, J; Hochedez, JF; Jacques, Laurent; Antoine, Jean-Pierre. Wavelet spectrum analysis of EIT/SOHO images. In: Solar Physics : a journal for solar and solar-stellar research and the study of solar terrestrial physics, Vol. 228, no. 1-2, p. 301-321 (2005). doi:10.1007/s11207-005-5620-3. http://hdl.handle.net/2078.1/39088

54. Wiaux, Yves; Vandergheynst, P.; Jacques, Laurent. Fast directional correlation on the sphere with steerable filters. In: The Astrophysical Journal : an international review of astronomy and astronomical physics, Vol. 652, p. 820-832 (2006). doi:10.1086/507692. http://hdl.handle.net/2078/30990

55. Wiaux, Yves; Vandergheynst, P.; Jacques, Laurent. Correspondence principle between spherical and Euclidean wavelets. In: The Astrophysical Journal : an international review of astronomy and astronomical physics, Vol. 632, p. 15 (2005). http://hdl.handle.net/2078/30998

56. Antoine, Jean-Pierre; Demanet, Laurence; Jacques, Laurent; Vandergheynst, P. Wavelets on the sphere: implementation and approximations. In: Applied and Computational Harmonic Analysis, Vol. 13, no. 3, p. 177-200 (2002). doi:10.1016/S1063-5203(02)00507-9. http://hdl.handle.net/2078.1/41332

57. Antoine, Jean-Pierre; Demanet, Laurent; Hochedez, Jean-François; Jacques, Laurent; Terrier, Regis; Verwichte, Erwin. Application of the 2-D wavelet transform to astrophysical images. In: Physicalia Magazine, Vol. 24, no. 1, p. 93-116 (2002). http://hdl.handle.net/2078.1/87551

58. Antoine, Jean-Pierre; Jacques, Laurent; Twarock, R. Wavelet analysis of a quasiperiodic tiling with fivefold symmetry. In: Physics Letters. Section A: General, Atomic and Solid State Physics, Vol. 261, no. 5-6, p. 265-274 (1999). doi:10.1016/S0375-9601(99)00634-9. http://hdl.handle.net/2078.1/44082

Patents

1. Bagnato, Luigi; Jacques, Laurent; Vandergheynst, Pierre; Afshari, Hossein; Schmid, Alexandre; Leblebici, Yusuf. OMNIDIRECTIONAL SENSOR ARRAY SYSTEM / SYSTÈME DE RÉSEAU DE CAPTEURS OMNIDIRECTIONNELS. http://hdl.handle.net/2078.1/106057 http://hdl.handle.net/2078.1/106057

Conference Papers

1. Delogne, Rémi; Jacques, Laurent. Quadratic polynomial kernel approximation with asymmetric embeddings. In: International Workshop on Deep Learning and Kernel Machines (2024). 2024 xxx. http://hdl.handle.net/2078.1/285963

2. Eertmans, Jérome; Oestges, Claude; Jacques, Laurent. Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization. 2024 xxx. http://hdl.handle.net/2078.1/284145

3. Delogne, Rémi; Schellekens, Vincent; Daudet, Laurent; Jacques, Laurent. Signal processing after quadratic random sketching with optical units. In: Proceedings of the First International Symposium on Computational Sensing (ISCS23). Vol. 1, no.1, p. - (2023). 2023 xxx. doi:10.48550/arXiv.2307.14672. http://hdl.handle.net/2078.1/278909

4. Delogne, Rémi; Schellekens, Vincent; Daudet, Laurent; Jacques, Laurent. Signal Processing with Optical Quadratic Random Sketches. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096869. http://hdl.handle.net/2078.1/276198

5. Vary, Simon; Daglayan Sevim, Hazan; Jacques, Laurent; Absil, Pierre-Antoine. Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096197. http://hdl.handle.net/2078.1/276195

6. Leblanc, Olivier; Jacques, Laurent; Kamilov, Ulugbek. COLSI: Continuous Lippmann-Schwinger Intensity diffraction tomography. 2023 xxx. http://hdl.handle.net/2078.1/285776

7. Eertmans, Jérome; Oestges, Claude; Jacques, Laurent. Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. In: 2023 17th European Conference on Antennas and Propagation (EuCAP). (26-31 March 2023). IEEE, 2023 xxx. doi:10.23919/EuCAP57121.2023.10132934. http://hdl.handle.net/2078.1/274354

8. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. Interferometric single-pixel imaging with a multicore fiber. In: Proceedings of the First International Symposium on Computational Sensing (ISCS23). Vol. 1, no. 1 (2023). 2023 xxx. doi:10.48550/arXiv.2307.08562. http://hdl.handle.net/2078.1/276904

9. Eertmans, Jérome; Oestges, Claude; Jacques, Laurent. (POSTER) Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. 2022 xxx. http://hdl.handle.net/2078.1/261346

10. Delogne, Rémi; Schellekens, Vincent; Jacques, Laurent. ROP inception: signal estimation with quadratic random sketching. 2022 xxx. http://hdl.handle.net/2078.1/265617

11. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. An Interferometric view of Speckle Imaging. 2022 xxx. http://hdl.handle.net/2078.1/265610

12. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Vandendorpe, Luc; Jacques, Laurent. Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements. In: Proceedings of RadarConf 2021, 2021, 978-1-7281-8942-0 xxx. http://hdl.handle.net/2078.1/243375

13. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Jacques, Laurent; Vandendorpe, Luc. Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars. In: Proceedings of ICASSP 2021, Toronto, Ontario, Canada, 6-11 June 2021, 2021, 9781509066322 xxx. http://hdl.handle.net/2078.1/243178

14. Sjoerd, Dirksen; Genzel, Martin; Jacques, Laurent; Stollenwerk, Alexander. The Separation Capacity of Random Neural Networks. 2021 xxx. http://hdl.handle.net/2078.1/265615

15. Schellekens, Vincent; Jacques, Laurent. When compressive learning fails: blame the decoder or the sketch?. In: in Proceedings of iTWIST'20, Paper-ID: 22, Nantes, France, December, 2-4, 2020, 2020 xxx. http://hdl.handle.net/2078.1/242097

16. Pairet, Benoît; Cantalloube, Faustine; Jacques, Laurent. Morphological components analysis for circumstellar disks imaging. In: in Proceedings of iTWIST'20, Paper-ID: 44, Nantes, France, December, 2-4, 2020, 2020 xxx. http://hdl.handle.net/2078.1/242106

17. Feuillen, Thomas; Davies, Mike; Vandendorpe, Luc; Jacques, Laurent. One Bit to Rule Them All: Binarizing the Reconstruction in 1-bit Compressive Sensing. In: in Proceedings of iTWIST'20, Paper-ID: 26, Nantes, France, December, 2-4, 2020, 2020 xxx. http://hdl.handle.net/2078.1/242108

18. Monnoyer de Galland de Carnières, Gilles; Vandendorpe, Luc; Jacques, Laurent. Factorization over interpolation: A fast continuous orthogonal matching pursuit. In: in Proceedings of iTWIST'20, Paper-ID: 45, Nantes, France, December, 2-4, 2020, 2020 xxx. http://hdl.handle.net/2078.1/242104

19. Jacques, Laurent; Feuillen, Thomas. Keep the phase! Signal recovery in phase-only compressive sensing. In: in Proceedings of iTWIST'20, Paper-ID: 25, Nantes, France, December, 2-4, 2020, 2020 xxx. http://hdl.handle.net/2078.1/242102

20. Schellekens, Vincent; Jacques, Laurent. Compressive Learning of Generative Networks. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN). Vol. 28, no./, p. / (2020). 2020 xxx. http://hdl.handle.net/2078.1/236933

21. Benjilali, Wissam; Guicquero, William; Jacques, Laurent; Sicard, Gilles. Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. In: 2019 53rd Asilomar Conference on Signals, Systems, and Computers, IEEE, 2019, 9781728143002 xxx. doi:10.1109/ieeeconf44664.2019.9048849. http://hdl.handle.net/2078.1/242109

22. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Jacques, Laurent; Vandendorpe, Luc. Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars. In: in Proceedings of IEEE CAMSAP 2019, Le Gosier, France, December, 15-18, 2019, 2019, 9781728155500 xxx. doi:10.1109/CAMSAP45676.2019.9022656. http://hdl.handle.net/2078.1/243175

23. Moshtaghpour, Amirafshar; Bioucas-Dias, José; Jacques, Laurent. Performance of Compressive Sensing for Hadamard-Haar Systems. In: Proceedings of SPARS'19. Vol. 1, no.1, p. 1 (2019). 2019 xxx. http://hdl.handle.net/2078.1/222269

24. Benjilali, Wissam; Guicquero, William; Jacques, Laurent; Sicard, Gilles. An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2019, 9781728103976 xxx. doi:10.1109/iscas.2019.8702325. http://hdl.handle.net/2078.1/216656

25. Schellekens, Vincent; Chatalic, Antoine; Houssiau, Florimond; de Montjoye, Yves-Alexandre; Jacques, Laurent; Gribonval, Rémi. Differentially Private Compressive K-means. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2019, 9781479981311 xxx. doi:10.1109/icassp.2019.8682829. http://hdl.handle.net/2078.1/216655

26. Foucart, Simon; Jacques, Laurent. One-Bit Sensing of Low-Rank and Bisparse Matrices. In: Proceeding of Sampta 2019. Vol. 1, no.1, p. 1 (2019). 2019 xxx. http://hdl.handle.net/2078.1/223577

27. Schellekens, Vincent; Chatalic, Antoine; Houssiau, Florimont; de Montjoye, Yves-Alexandre; Jacques, Laurent; Gribonval, Rémi. Compressive k-Means with Differential Privacy. In: "Proceedings of SPARS'19". Vol. 1, no.1, p. 1 (2019). 2019 xxx. http://hdl.handle.net/2078.1/223572

28. Benjilali, Wissam; Guicquero, William; Jacques, Laurent; Sicard, Gilles. Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. In: 2019 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2019, 9781728103976 xxx. doi:10.1109/iscas.2019.8702423. http://hdl.handle.net/2078.1/216657

29. Pairet, Benoît; Jacques, Laurent; Cantalloube, Faustine. Iterative Low-rank and rotating sparsity promotion for circumstellar disks imaging. In: Proceedings of SPARS'19. Vol. 1, no.1, p. 1 (2019). 2019 xxx. http://hdl.handle.net/2078.1/223576

30. Moshtaghpour, Amirafshar; Jose M. Bioucas Dias; Jacques, Laurent. Single Pixel Hyperspectral Imaging using Fourier Transform Interferometry. In: BASP. (2019). BASP, 2019 xxx. http://hdl.handle.net/2078.1/214598

31. Feuillen, Thomas; Xu, Chunlei; Louveaux, Jérôme; Vandendorpe, Luc; Jacques, Laurent. Quantity over Quality: Dithered Quantization for Compressive Radar Systems. In: IEEE Radarconf. (2019). IEEE, 2019 xxx. http://hdl.handle.net/2078.1/213366

32. Moshtaghpour, Amirafshar; José M Bioucas-Dias; Jacques, Laurent. Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. In: 2019 ICASSP, IEEE, 2019, 9781479981311 xxx. doi:10.1109/ICASSP.2019.8683396. http://hdl.handle.net/2078.1/211196

33. Moshtaghpour, Amirafshar; Jacques, Laurent. Structured Illumination and Variable Density Sampling for Compressive Fourier Transform Interferometry. In: BASP. (2019). BASP, 2019 xxx. http://hdl.handle.net/2078.1/214599

34. Pairet, Benoît; Cantalloube, Faustine; Jacques, Laurent. Reference-less algorithm for circumstellar disks imaging. In: Proceedings of iTWIST'18. no. 23 (2018). iTWIST'18, 2018 xxx. http://hdl.handle.net/2078.1/211765

35. Feuillen, Thomas; Xu, Chunlei; Vandendorpe, Luc; Jacques, Laurent. 1-bit Localization Scheme for Radar using Dithered Quantized Compressed Sensing. In: Proceedings of the 5th International Workshop on Compressed Sensing applied to Radar, Multimodal Sensing, and Imaging (CoSeRa), 2018, p. 5 pages xxx. http://hdl.handle.net/2078.1/213363

36. Moshtaghpour, Amirafshar; José M Bioucas-Dias; Jacques, Laurent. Compressive hyperspectral imaging: Fourier transform interferometry meets single pixel camera. In: iTWIST'18. no. Id 7 (2018). iTWIST'18, 2018 xxx. http://hdl.handle.net/2078.1/211197

37. Benjilali, Wissam; Guicquero, William; Sicard, Gilles; Jacques, Laurent. A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. In: Proceedings of MWSCAS 2018. (2018). I E E E, 2018 xxx. http://hdl.handle.net/2078.1/211768

38. Feuillen, Thomas; Vandendorpe, Luc; Jacques, Laurent. An extreme bit-rate reduction scheme for 2D radar localization. In: Proceedings of "International Traveling Workshop on Interactions Between Sparse Models and Technology". no. 29 (2018). iTWIST'18, 2018 xxx. http://hdl.handle.net/2078.1/211764

39. Moshtaghpour, Amirafshar; Jacques, Laurent. Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. In: 2018 25th IEEE International Conference on Image Processing (ICIP), IEEE, 2018, 9781479970612 xxx. doi:10.1109/icip.2018.8451347. http://hdl.handle.net/2078.1/211219

40. Kirkove, Murielle; Guérit, Stéphanie; Jacques, Laurent; Vandenrijt, Jean-François; Languy, Fabian; Loffet, Christophe; Georges, Marc. Processing of binary fringe patterns obtained by phase-shifting time-averaged shearography on vibrating objects. 2018 xxx. http://hdl.handle.net/2078.1/208824

41. Xu, Chunlei; Schellekens, Vincent; Jacques, Laurent. Taking the edge off quantization: projected back projection in dithered compressive sensing. In: IEEE. IEEE, 2018 xxx. doi:10.1109/SSP.2018.8450784. http://hdl.handle.net/2078.1/209869

42. Schellekens, Vincent; Jacques, Laurent. Compressive Classification (Machine Learning without learning). In: ITWIST'18. no. 8 (2018). iTWIST'18, 2018 xxx. http://hdl.handle.net/2078.1/209861

43. Guérit, Stéphanie; Sivankutty, Siddharth; Scotté, Camille; Lee, John Aldo; Rigneault, Hervé; Jacques, Laurent. Compressive Sampling Approach for Image Acquisition with Lensless Endoscope. In: Proceedings of iTWIST'18. no. 5 (2018) (2018). iTWIST'18, 2018 xxx. http://hdl.handle.net/2078.1/208817

44. Gousenbourger, Pierre-Yves; Massart, Estelle; Musolas, Antoni; Absil, Pierre-Antoine; Hendrickx, Julien; Jacques, Laurent; Marzouk, Youssef. Piecewise-Bezier C1 smoothing on manifolds with application to wind field estimation. In: 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), 2017, 978-287587039-1, 305-3010 xxx. http://hdl.handle.net/2078.1/186413

45. Degraux, Kévin; Peyré, Gabriel; Fadili, M. Jalal; Jacques, Laurent. "Sparse Support Recovery with Non-smooth Loss Functions". In: Proceedings of SPARS'17, 2017 xxx. http://hdl.handle.net/2078.1/187189

46. Cambareri, Valerio; Xu, Chunlei; Jacques, Laurent. Rare Eclipses in Quantised Random Embeddings of Disjoint Convex Sets: a Matter of Consistency?. In: Proceedings of SPARS'17, 2017 xxx. http://hdl.handle.net/2078.1/187193

47. Moshtaghpour, Amirafshar; Cambareri, Valerio; Jacques, Laurent; Antoine, Philippe; Roblin, Matthieu. Compressive Hyperspectral Imaging using Coded Fourier Transform Interferometry. In: Proceedings of SPARS'17, 2017 xxx. http://hdl.handle.net/2078.1/187192

48. Cambareri, Valerio; Xu, Chunlei; Jacques, Laurent. The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets. In: Proceedings of the 12th International Conference of Sampling Theory and Applications, Tallinn, 2017, 2017 xxx. doi:10.1109/SAMPTA.2017.8024364. http://hdl.handle.net/2078.1/187188

49. Cambareri, Valerio; Moshtaghpour, Amirafshar; Jacques, Laurent. A greedy blind calibration method for compressed sensing with unknown sensor gains. In: Proceedings of IEEE International Symposium on Information Theory. Vol. 1, no.1, p. 1-1 (15 August 2017). I E E E: Aachen, Germany, Germany, 2017 xxx. doi:10.1109/ISIT.2017.8006705. http://hdl.handle.net/2078.1/187185

50. Gousenbourger, Pierre-Yves; Jacques, Laurent; Absil, Pierre-Antoine. 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: Geometric Science of Information. GSI 2017. Lecture Notes in Computer Science, Springer International, 2017, 978-3-319-68445-1 xxx. doi:10.1007/978-3-319-68445-1_69. http://hdl.handle.net/2078.1/189233

51. Degraux, Kévin; Peyré, Gabriel; Fadili, M. Jalal; Jacques, Laurent. Sparse Support Recovery with Non-smooth Loss Functions. In: Advances in Neural Information Processing Systems 29: 30th Annual Conference on Neural Information Processing Systems 2016, Curran Associates, Inc. ( Jun 2017 ), 2016, 9781510838819, p. 4276-4284 xxx. http://hdl.handle.net/2078.1/187195

52. Browet, Arnaud; De Vleeschouwer, Christophe; Jacques, Laurent; Mathiah, Navrita; Saykali, Bechara; Migeotte, Isabelle. Cell segmentation with random ferns and graph-cuts. In: Proceedings of IEEE International Conference on Image Processing, 2016, 978-1-4673-9961-6 xxx. doi:10.1109/ICIP.2016.7533140. http://hdl.handle.net/2078.1/175857

53. Guérit, Stéphanie; Jacques, Laurent; Lee, John Aldo. Image Deconvolution by Local Order Preservation of Pixels Values. In: IEEE. IEEE, 2016 xxx. doi:10.1109/EUSIPCO.2016.7760307. http://hdl.handle.net/2078.1/175180

54. Degraux, Kévin; Peyré, Gabriel; Fadili, Jalal M.; Jacques, Laurent. Sparse Support Recovery with l∞ Data Fidelity. In: Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16), arXiv:1609.04167, 2016 xxx. http://hdl.handle.net/2078.1/176828

55. Guérit, Stéphanie; González, Adriana; Bol, Anne; Lee, John Aldo; Jacques, Laurent. Blind Deconvolution of PET Images using Anatomical Priors. In: iTWIST'16. iTWIST'16, 2016 xxx. http://hdl.handle.net/2078.1/175260

56. Cambareri, Valerio; Jacques, Laurent. A Non-Convex Approach to Blind Calibration for Linear Random Sensing Models. In: Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" iTWIST'16. (24-26/08/2016). 2016 xxx. http://hdl.handle.net/2078.1/178307

57. Cambareri, Valerio; Jacques, Laurent. A Non-Convex Approach to Blind Calibration from Linear Sub-Gaussian Random Measurements. In: 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". p. 74-81 (19-20/05/2016). 2016 xxx. http://hdl.handle.net/2078.1/178326

58. Cambareri, Valerio; Jacques, Laurent. Non-Convex Blind Calibration for Compressed Sensing via Iterative Hard Thresholding. 2016 xxx. http://hdl.handle.net/2078.1/178320

59. Pairet, Benoît; Jacques, Laurent; Gomez Gonzalez, Carlos; Absil, Olivier. Low Rank and Group-Average Sparsity Driven Convex Optimization for Direct Exoplanets Imaging. In: Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" iTWIST'16. (24-26/08/2016). 2016 xxx. http://hdl.handle.net/2078.1/178310

60. Moshtaghpour, Amirafshar; Degraux, Kévin; Cambareri, Valerio; Gonzales, Adriana; Roblin, M.; Jacques, Laurent; Antoine, Philippe. Compressive Hyperspectral Imaging with Fourier Transform Interferometry. In: Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16), arXiv:1609.04167, 2016 xxx. http://hdl.handle.net/2078.1/176827

61. Cambareri, Valerio; Jacques, Laurent. A non-convex blind calibration method for randomised sensing strategies. In: Proceedings of International Workshop on "Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa)", 2016. (19-22 Sept. 2016). 2016 xxx. doi:10.1109/CoSeRa.2016.7745690. http://hdl.handle.net/2078.1/178303

62. Moshtaghpour, Amirafshar; Cambareri, Valerio; Degraux, Kévin; Gonzalez Gonzalez, Adriana Cristina; Roblin, Matthieu; Jacques, Laurent; Antoine, Philippe. Coded-Illumination Fourier Transform Interferometry. In: Golden Jubilee Meeting of the Royal Belgian Society for Microscopy (RBSM). RBSM, 2016 xxx. http://hdl.handle.net/2078.1/178328

63. Gousenbourger, Pierre-Yves; Absil, Pierre-Antoine; Wirth, Benedikt; Jacques, Laurent. Interpolation on manifolds using Bézier functions. In: Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" iTWIST'16. (24-26/08/2016). 2016 xxx. http://hdl.handle.net/2078.1/178314

64. De Vleeschouwer, Christophe; Legrand, Anthony; Jacques, Laurent; Hebert, Martial. Mitigating memory requirements for random trees/ferns. In: Proceedings of the IEEE International Conference on Image Processing, 2015 xxx. doi:10.1109/ICIP.2015.7350793. http://hdl.handle.net/2078.1/167990

65. Degraux, Kévin; Cambareri, Valerio; Jacques, Laurent; Geelen, Bert; Blanch, Carolina; Lafruit, Gauthier. Generalized inpainting method for hyperspectral image acquisition. In: Proc. ICIP 2015, IEEE, 2015 xxx. doi:10.1109/ICIP.2015.7350811. http://hdl.handle.net/2078.1/167999

66. Guérit, Stéphanie; Jacques, Laurent; Macq, Benoît; Lee, John Aldo. Post-reconstruction deconvolution of PET images by total generalized variation regularization. In: Proc EUSIPCO. Vol. 23, no./, p. 629-633 (Sep 2015). I E E E, 2015 xxx. doi:10.1109/EUSIPCO.2015.7362459. http://hdl.handle.net/2078.1/181059

67. Rottenberg, François; Degraux, Kévin; Jacques, Laurent; Horlin, François; Louveaux, Jérôme. Pilots allocation for sparse channel estimation in multicarrier systems. In: Proceedings of the Symposium on Information Theory in the Benelux, (Brussels, Belgium), 2015 xxx. http://hdl.handle.net/2078.1/168001

68. Degraux, Kévin; Cambareri, Valerio; Geelen, Bert; Jacques, Laurent; Lafruit, Gauthier; Setti, Gianluca. Compressive Hyperspectral Imaging by Out-of-Focus Modulations and Fabry-Pérot Spectral Filters. In: Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14), 2014, 21-23 xxx. http://hdl.handle.net/2078.1/157076

69. Gonzalez Gonzalez, Adriana; Jacques, Laurent. Robust phase unwrapping by convex optimization. In: Image Processing (ICIP), 2014 IEEE International Conference on, IEEE, 2014, 1713 - 1717 xxx. doi:10.1109/ICIP.2014.7025343. http://hdl.handle.net/2078.1/167962

70. Mory, Cyril; Jacques, Laurent. A modified 4D ROOSTER method using the Chambolle-Pock algorithm. In: Proc. of the Third International Conference on Image Formation in X-Ray Computed Tomography, 2014, p. 191-193 xxx. http://hdl.handle.net/2078.1/157085

71. Sudhakara Murthy, Prasad; Jacques, Laurent; Ghosh, Prasanta Kumar. A sparse smoothing approach for Gaussian mixture model based acoustic-to-articulatory inversion. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, IEEE, 2014, pp. 3032-3036 xxx. doi:10.1109/ICASSP.2014.6854157. http://hdl.handle.net/2078.1/145733

72. Sudhakara Murthy, Prasad; Jacques, Laurent; Dubois, Xavier; Antoine, Philippe; Joannes, Luc. Compressive Schlieren Deflectometry. In: Proceedings of ICASSP 2013, IEEE, 2013, p. 5999-6003 xxx. doi:10.1109/ICASSP.2013.6638816. http://hdl.handle.net/2078.1/145738

73. Kitic, Srdjan; Jacques, Laurent; Madhu, Nilesh; Hopwood, Michael Peter; Spriet, Ann; De Vleeschouwer, Christophe. Consistent Iterative Hard Thresholding for Signal Declipping. In: Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, IEEE, 2013, 5939-5943 xxx. doi:10.1109/ICASSP.2013.6638804. http://hdl.handle.net/2078.1/134470

74. d'Angelo, Emmanuel; Vandergheynst, Pierre; Jacques, Laurent; Alahi, Alexandre. "Bits of Images: Inverting Local Image Binary Descriptors". In: Bits of Images: Inverting Local Image Binary Descriptors, 2013 xxx. http://hdl.handle.net/2078.1/134465

75. Jacques, Laurent; Degraux, Kévin; De Vleeschouwer, Christophe. Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing. In: Proceedings of International Conference on Sampling Theory and Applications 2013, Bremen, Germany, IEEE, 2013, 105-108 xxx. http://hdl.handle.net/2078.1/134466

76. Sudhakara Murthy, Prasad; Jacques, Laurent; Gonzalez Gonzalez, Adriana; Dubois, Xavier; Antoine, Philippe; Joannes, Luc. Compressive Acquisition of Sparse Deflectometric Maps. In: Proceedings of the 10th International Conference on Sampling Theory and Applications (SampTA), 2013, 325-328 xxx. http://hdl.handle.net/2078.1/134467

77. Gonzalez Gonzalez, Adriana; Jacques, Laurent; Antoine, Philippe. TV−l2 Refractive Index Map Reconstruction from Polar Domain Deflectometry. In: Proc. 1st international Traveling Workshop for Interacting Sparse models and Technology (iTWIST'12), Marseille, France, 2012 xxx. http://hdl.handle.net/2078/122987

78. Antoine, Philippe; Foumouo, Emmanuel; Dewandel, Jean-Luc; Beghuin, Didier; Gonzalez Gonzalez, Adriana; Jacques, Laurent. Sparsity-driven optical deflection tomography with non-linear light ray propagation. In: Optimess 2012, 2012 xxx. http://hdl.handle.net/2078.1/134471

79. K.C. Amit Kumar; Delannay, Damien; Jacques, Laurent; De Vleeschouwer, Christophe. Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features. In: 11th Asian Conference on Computer Vision, Detection and Tracking in Challenging Environments Workshop, Daejeon, Korea, Lecture Notes in Computer Science, Vol. 7724-7727, Springer, 2012, 978-3-642-37330-5 xxx. doi:10.1007/978-3-642-37484-5_34. http://hdl.handle.net/2078/117017

80. Jacques, Laurent; Hammond, David; Fadili, Jalal. Weighted fidelity in non-uniformly quantized compressed sensing. In: International Conference on Image Processing. Proceedings. Vol. 1, no. 1, p. 1921 - 1924 (11-14 Sept. 2011). I E E E, 2011 xxx. doi:10.1109/ICIP.2011.6115846. http://hdl.handle.net/2078.1/105891

81. Jacques, Laurent; Hammond, David; Fadili, Jalal. Weighted Lp Constraints in Noisy Compressed Sensing. In: Proc. Spars'11, Edinburgh, UK, 2011 xxx. http://hdl.handle.net/2078.1/105907

82. Jacques, Laurent; Gonzalez Gonzalez, Adriana; Foumouo, Emmanuel; Antoine, Philippe. Refractive index map reconstruction in optical deflectometry using total-variation regularization. In: SPIE - the International Society for Optical Engineering. Proceedings. Vol. 8138, no. 1 (21-25 August 2011). S P I E - International Society for Optical Engineering: San Diego, USA, 2011 xxx. doi:10.1117/12.892729. http://hdl.handle.net/2078.1/87531

83. Gonzalez Gonzalez, Adriana; Jacques, Laurent; Foumouo, Emmanuel; Antoine, Philippe. Primal-Dual TV Reconstruction in Refractive Deflectometry. In: Proc. Spars'11, Edinburgh, UK, 2011 xxx. http://hdl.handle.net/2078.1/87530

84. Afshari, Hossein; Jacques, Laurent; Schmid, Alexandre; Vandergheynst, Pierre; Leblebici, Yusuf. Hardware Implementation of an Omnidirectional Camera for Real-Time 3D Imaging. In: 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), 2011. Vol. 1, no. 1, p. 1-4 (16-18 May 2011). 2011 xxx. doi:10.1109/3DTV.2011.5877192. http://hdl.handle.net/2078.1/105916

85. Taquet, Maxime; Jacques, Laurent; Macq, Benoît; Jaume, Sylvain. Compact Rotation Invariant Image Descriptors By Spectral Trimming. In: Image Processing (ICIP), 2011 18th IEEE International Conference on, 2011, 978-1-4577-1302-6, 2033-2036 xxx. doi:10.1109/ICIP.2011.6115878. http://hdl.handle.net/2078.1/88687

86. Hammond, David; Raoaroor, Karthik; Jacques, Laurent; Vandergheynst, Pierre. Image denoising with nonlocal spectral graph wavelets. In: SIAM Conference on Imaging Science, SIAM, 2010 xxx. http://hdl.handle.net/2078.1/105919

87. Shariati, Saloomeh; Standaert, François-Xavier; Jacques, Laurent; Macq, Benoît; Salhi, M.; Antoine, Philippe. Random Profiles of Laser Marks. In: PROCEEDINGS OF THE SYMPOSIUM ON INFORMATION THEORY IN THE BENELUX, 2010, 9789071048234, 27-34 xxx. http://hdl.handle.net/2078.1/81802

88. Majidzadeh, V.; Jacques, Laurent; Schmid, A.; Vandergheynst, P.; Leblebici, Y.. A (256*256) pixel 76.7mW CMOS imager/ compressor based on real-time in-pixel compressive sensing. In: 2010 IEEE International Symposium on Circuits and Systems. ISCAS 2010, IEEE, 2010, 978-1-4244-5308-5, p. 2956-2959 xxx. doi:10.1109/ISCAS.2010.5538021. http://hdl.handle.net/2078.1/67356

89. Foumouo, Emmanuel; Dewandel, J.-L.; Joannes, L.; Beghuin, D.; Jacques, Laurent; Antoine, Philippe. Optical tomography based on phase-shifting schlieren deflectometry. In: Optical Sensing and Detection, SPIE - the international society for optical engineering, 2010, Vol. 7726, 77260U (8 pp.) xxx. doi:10.1117/12.854063. http://hdl.handle.net/2078.1/67400

90. Shariati, Saloomeh; Jacques, Laurent; Standaert, François-Xavier; Macq, Benoît; Salhi, Mohamed Amine; Antoine, Philippe. Randomly Driven Fuzzy Key Extraction of Unclonable Images. In: Image Processing (ICIP), 2010 17th IEEE International Conference on, IEEE, 2010, 4329-4332 xxx. doi:10.1109/ICIP.2010.5652420; 10.1109/ICIP.2010.5652420. http://hdl.handle.net/2078.1/81809

91. Taquet, Maxime; Jacques, Laurent; De Vleeschouwer, Christophe; Macq, Benoît. Invariant Spectral Hashing of Image Saliency Graph. In: Proc. of the 3rd International Workshop on Computational Topology in Image Context (Volume 1), 2010 xxx. http://hdl.handle.net/2078.1/88686

92. Alahi, A.; Boursier, Y.; Jacques, Laurent; Vandergheynst, P.. Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. In: 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), IEEE, 2009, 978-1-4244-4620-9, 8 pp. xxx. doi:10.1109/ICDSC.2009.5289406. http://hdl.handle.net/2078.1/67571

93. Alahi, A.; Jacques, Laurent; Boursier, Y.; Vandergheynst, P.. Sparsity-driven people localization algorithm: evaluation in crowded scenes environments. In: 2009 Twelfth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS-Winter 2009), IEEE, 2009, 978-1-4244-5503-4, 8 pp. xxx. doi:10.1109/PETS-WINTER.2009.5399487. http://hdl.handle.net/2078.1/67514

94. Naini, Farid; Gribonval, Rémi; Jacques, Laurent; Vandergheynst, Pierre. Compressive Sampling of Pulse Trains : Spread the Spectrum !. In: Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on. Vol. 1, no. 1, p. 2877 - 2880 (19-24 April 2009). In: Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, IEEE, 2009, 2877 - 2880 xxx. doi:10.1109/ICASSP.2009.4960224. http://hdl.handle.net/2078.1/105940

95. Jacques, Laurent; Vandergheynst, Pierre; Bibet, Alexandre; Majidzadeh, Vahid; Schmid, Alexandre; Leblebici, Yusuf. CMOS Compressed Imaging by Random Convolution. In: Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on. Vol. 1, no. 1, p. 1113 - 1116 (19-24 April 2009). 2009 xxx. doi:10.1109/ICASSP.2009.4959783. http://hdl.handle.net/2078.1/105939

96. Alahi, Alexandre; Boursier, Yannick; Jacques, Laurent; Vandergheynst, Pierre. A Sparsity Constrained Inverse Problem to Locate People in a Network of Cameras. In: Digital Signal Processing, 2009 16th International Conference on. Vol. 1, no. 1, p. 1-7 (5-7 July 2009). 2009 xxx. doi:10.1109/ICDSP.2009.5201223. http://hdl.handle.net/2078.1/105922

97. Boursier, Yannick; Jacques, Laurent; Raboud, Didier; Frossard, Pascal; Fadili, Jalal; Vandergheynst, ïerre. TV-Regularized Generation of Planar Images from Omnicams. In: Image Processing (ICIP), 2009 16th IEEE International Conference on. Vol. 1, no. 1, p. 1161 - 1164 (7-10 Nov. 2009 ). In: Image Processing (ICIP), 2009 16th IEEE International Conference on, I E E E, 2009, 1161 - 1164 xxx. doi:10.1109/ICIP.2009.5413712. http://hdl.handle.net/2078.1/105934

98. Jacques, Laurent; Hammond, David; Fadili, Jalal. Dequantizing Compressed Sensing with Non-Gaussian Constraints. In: Image Processing (ICIP), 2009 16th IEEE International Conference on. Vol. 1, no. 1, p. 1465 - 1468 (7-10 Nov. 2009). In: Image Processing (ICIP), 2009 16th IEEE International Conference on, I E E E, 2009, 1465 - 1468 xxx. doi:10.1109/ICIP.2009.5414551. http://hdl.handle.net/2078.1/105929

99. Wiaux, Yves; Jacques, Laurent; Puy, Gilles; Scaife, Anna; Vandergheynst, Piere. Compressed sensing for radio interferometry : prior-enhanced Basis Pursuit imaging techniques. In: Proc. Spars'09, St Malo, France., 2009, inria-00369428, version 1 xxx. http://hdl.handle.net/2078.1/105938

100. Jacques, Laurent; De Vito, Eugenio; Bagnato, Luigi; Vandergheynst, Pierre. Shape from Texture for Omnidirectional Images. In: European Signal Processing Conference, EUSIPCO 2008. Vol. European Signal Processing Conference, EUSIPCO 2008, no. 1, p. 1-4 (25-29/08/2008). In: Proc. EUSIPCO'08, Lausanne, 2008, Eurasip, 2008 xxx. http://hdl.handle.net/2078.1/105942

101. Antoine, Jean-Pierre; Jacques, Laurent. The multiselectivity scheme: A pyramidal organization of wavelets with variable angular selectivity. In: Proc. EUSIPCO'04, Vienna, 2004, Eurasip, 2004, 65-68 xxx. http://hdl.handle.net/2078.1/105944

102. Antoine, Jean-Pierre; Jacques, Laurent. Traitement de l'image : de l'équation de la chaleur aux ondelettes. In: IREM-Bordeaux, 2004 xxx. http://hdl.handle.net/2078.1/109011

103. Bogdanova, Iva; Vandergheynst, Pierre; Antoine, Jean-Pierre; Jacques, Laurent; Morvidone, Marcela. Discrete wavelet frames on the sphere. In: Proc. EUSIPCO'04, Vienna, 2004, Eurasip, 2004, 49-52 xxx. http://hdl.handle.net/2078.1/105943

104. Antoine, Jean-Pierre; Jacques, Laurent. Measuring a curvature radius with directional wavelets. In: Institute of Physics Conference Series. Vol. 173, p. 899-904 (2003). In: GROUP 24: Physical and Mathematical Aspects of Symmetries., Iop Publishing Ltd: Bristol, 2003, 899-904 xxx. http://hdl.handle.net/2078.1/61238

105. Antoine, Jean-Pierre; Jacques, Laurent. Angular multiselectivity analysis of images. In: SPIE - the International Society for Optical Engineering. Proceedings (Proceedings of SPIE), SPIE: Bellingham, Wa, USA, 2003, Vol. 5207, p. 196-207 xxx. doi:10.1117/12.504800. http://hdl.handle.net/2078.1/68032

106. Gissot, Samuel; Hochedez, Jean-François; Dibos, Françoise; Brajsa, Roman; Jacques, Laurent; Berghmans, David; Zhukov, Andrei; Clette, Frédéric; Woehl, H; Antoine, Jean-Pierre. Extracting the apparent motion from two successive EIT images. In: Proceedings of the ISCS Symp. 2003: Solar Variability as an Input to the Earth's Environment. Vol. 1, no. 1, p. 853 - 856 (June 23-28, 2003). In: "Proceedings of the ISCS Symp. 2003: Solar Variability as an Input to the Earth's Environment" (June 23-28, 2003), ESA, A. Wilson, 2003, Vol. 1, no. 1, p. 853 - 856 xxx. http://hdl.handle.net/2078.1/105952

107. Hochedez, JF; Gissot, Samuel; Jacques, Laurent; Antoine, Jean-Pierre. Multiscale observations of the solar atmosphere. In: Institute of Physics Conference Series. Vol. 173, p. 931-935 (2003). In: GROUP 24: Physical and Mathematical Aspects of Symmetries., Iop Publishing Ltd: Bristol, 2003, 931-936 xxx. http://hdl.handle.net/2078.1/61239

108. Hochedez, J-F.; Jacques, Laurent; Zhukov, A.; Clette, F.; Antoine, Jean-Pierre. Small features in the EIT-SoHO images. In: ESA SP-508; Proc. SOHO-11 Conference ''From Solar Min to Max: Half a Solar Cycle with SOHO'' (March 2002, Davos, CH). Vol. ESA SP-508, no. 1, p. 295-298 (2002). In: Proc. SOHO-11 Conference 'From Solar Min to Max: Half a Solar Cycle with SOHO' (March 2002, Davos, CH), 2002, 92-9092-818-2, 295-298 xxx. http://hdl.handle.net/2078.1/105955

109. Antoine, Jean-Pierre; Jacques, Laurent; Vandergheynst, Pierre. Penrose tilings, quasicrystals, and wavelets. In: Wavelet Applications in Signal and Image Processing VII. Vol. 3813, no. 1, p. 28-39 (1999). In: Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII, SPIE, 1999, 28 xxx. doi:10.1117/12.366795. http://hdl.handle.net/2078.1/105958

Book Chapters

1. Boufounos, Petros; Jacques, Laurent; Krahmer, Felix; Saab, Rayan. Quantization and Compressive Sensing. In: Compressed Sensing and its Applications (Part of the series Applied and Numerical Harmonic Analysis; xxx), Springer International Publishing, 2015, p. 193-237. 978-3-319-16042-9. xxx xxx. doi:10.1007/978-3-319-16042-9_7. http://hdl.handle.net/2078.1/165736

2. Hammond, David; Jacques, Laurent; vandergheynst, Pierre. Image modeling with nonlocal spectral graph wavelets. In: "Image Processing and Analysing With Graphs: Theory and Practice" , CRC Press, Taylor & Francis Group, 2012. 978-1-439-85507-2. xxx xxx. http://hdl.handle.net/2078.1/105886

3. Jacques, Laurent; Vandergheynst, Pierre. "Compressed Sensing: When sparsity meets sampling". In: Optical and Digital Image Processing Fundamentals and Applications , P. Schelkens, H. Thienpont and G. Cristóbal: Berlin, 2011. 978-3-527-40956-3. xxx xxx. http://hdl.handle.net/2078.1/87547

4. Descampe, Antonin; De Vleeschouwer, Christophe; Jacques, Laurent; Marques, Ferran. "How does digital cinema compress images?". In: "Applied Signal Processing - A MATLAB-based approach" , Springer, MA, 2009, p. 361-410. 978-0-387-74534-3. xxx xxx. http://hdl.handle.net/2078.1/69236

5. Antoine, Jean-Pierre; Jacques, Laurent. The 2-D wavelet transform in image processing: Two novel applications. In: Contemporary Problems in Mathematical Physics (Cotonou, Bénin, Nov. 2003) (Proceedings COPROMAPH; xxx), World Scientific: Singapore, 2004, 414-435. 978-9-8125-6030-8. xxx xxx. doi:10.1142/9789812702487_0023. http://hdl.handle.net/2078.1/105954

Preprints

1. Wiaux, Yves; Vandergheynst, P.; Jacques, Laurent. Fast spin +-2 spherical harmonics transforms, 2005. 9 p. p. http://hdl.handle.net/2078/30993

Dissertations

1. Jacques, Laurent. Ondelettes, repères et couronne solaire, prom. : Antoine, Jean-Pierre, 2004-06-21. http://hdl.handle.net/2078.1/5365