Publications

(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.

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(2020). Morphological components analysis for circumstellar disks imaging. in Proceedings of iTWIST'20, Paper-ID: 44, Nantes, France, December, 2-4, 2020.

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(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.

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(2020). Compressive Learning of Generative Networks. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN).

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(2019). Differentially Private Compressive K-means. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2018). An extreme bit-rate reduction scheme for 2D radar localization. Proceedings of “International Traveling Workshop on Interactions Between Sparse Models and Technology”.

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(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).

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(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.

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(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.

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(2016). Sparse Support Recovery with $ell_{infty}$ Data Fidelity. “Proceedings of the third international Traveling Workshop on Interactions between Sparse models and Technology (iTWIST'16), arXiv:1609.04167”.

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(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”.

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(2016). Interpolation on manifolds using Bézier functions. “Proceedings of the third international Traveling Workshop on Interactions between Sparse models and Technology iTWIST'16”.

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(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.

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(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.

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(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”.

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(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.

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(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.

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(2014). Robust phase unwrapping by convex optimization. Image Processing (ICIP), 2014 IEEE International Conference on.

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(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)”.

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(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.

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(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.

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(2013). Compressive Acquisition of Sparse Deflectometric Maps. Proceedings of the 10th International Conference on Sampling Theory and Applications (SampTA).

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(2012). TV-$\ell_{2}$ Refractive Index Map Reconstruction from Polar Domain Deflectometry. Proc. 1st international Traveling Workshop for Interacting Sparse models and Technology (iTWIST'12), Marseille, France.

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(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.

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(2012). Image modeling with nonlocal spectral graph wavelets. Image Processing and Analysing With Graphs: Theory and Practice.

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(2011). Compressed Sensing: When sparsity meets sampling. Optical and Digital Image Processing Fundamentals and Applications.

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(2010). Invariant Spectral Hashing of Image Saliency Graph. Proc. of the 3rd International Workshop on Computational Topology in Image Context.

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(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).

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(2009). Dequantizing Compressed Sensing with Non-Gaussian Constraints. Image Processing (ICIP), 2009 16th IEEE International Conference on.

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(2009). Compressive Sampling of Pulse Trains : Spread the Spectrum!. Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on.

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(2009). CMOS Compressed Imaging by Random Convolution. Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on.

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(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.

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(2005). Correspondence principle between spherical and Euclidean wavelets. The Astrophysical Journal : an international review of astronomy and astronomical physics.

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(2004). The 2-D wavelet transform in image processing: Two novel applications. Contemporary Problems in Mathematical Physics (Cotonou, Bénin, Nov. 2003).

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(2003). Measuring a curvature radius with directional wavelets. GROUP 24: Physical and Mathematical Aspects of Symmetries..

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(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” (June 23-28, 2003)”.

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(2003). Angular multiselectivity analysis of images. SPIE - the International Society for Optical Engineering. Proceedings.

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(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).

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(1999). Wavelet analysis of a quasiperiodic tiling with fivefold symmetry. Physics Letters. Section A: General, Atomic and Solid State Physics.

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(1999). Penrose tilings, quasicrystals, and wavelets. Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII.

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