Deep unfolding of a proximal interior point method for image restoration C Bertocchi, E Chouzenoux, MC Corbineau, JC Pesquet, M Prato Inverse Problems 36 (3), 034005, 2020 | 127 | 2020 |
A proximal interior point algorithm with applications to image processing E Chouzenoux, MC Corbineau, JC Pesquet Journal of Mathematical Imaging and Vision 62 (6), 919-940, 2020 | 17 | 2020 |
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images MC Corbineau, D Kouamé, E Chouzenoux, JY Tourneret, JC Pesquet IEEE Signal Processing Letters 26 (10), 1456-1460, 2019 | 16 | 2019 |
PIPA: a new proximal interior point algorithm for large-scale convex optimization MC Corbineau, E Chouzenoux, JC Pesquet 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 12 | 2018 |
Learned Image Deblurring by Unfolding a Proximal Interior Point Algorithm MC Corbineau, C Bertocchi, E Chouzenoux, M Prato, JC Pesquet 2019 IEEE International Conference on Image Processing (ICIP), 4664-4668, 2019 | 10 | 2019 |
Active learning for object detection in high-resolution satellite images A Goupilleau, T Ceillier, MC Corbineau arXiv preprint arXiv:2101.02480, 2021 | 8 | 2021 |
Geometry-texture decomposition/reconstruction using a proximal interior point algorithm MC Corbineau, E Chouzenoux, JC Pesquet 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2018 | 8 | 2018 |
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images C Marie-Caroline, K Denis, C Emilie, T Jean-Yves, P Jean-Christophe arXiv preprint arXiv:1903.08111, 2019 | 6 | 2019 |
APERTURE: a precise extremely large reflective telescope using re-configurable elements MP Ulmer, VL Coverstone, J Cao, YW Chung, MC Corbineau, A Case, ... Space Telescopes and Instrumentation 2016: Optical, Infrared, and Millimeter …, 2016 | 6 | 2016 |
Improving Performance of Aircraft Detection in Satellite Imagery While Limiting the Labelling Effort: Hybrid Active Learning J Imbert, G Dashyan, A Goupilleau, T Ceillier, MC Corbineau 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 220-223, 2021 | 3 | 2021 |
A Variational Approach for Joint Image Recovery and Features Extraction Based on Spatially Varying Generalised Gaussian Models E Chouzenoux, MC Corbineau, JC Pesquet, G Scrivanti arXiv preprint arXiv:2209.01375, 2022 | 1 | 2022 |
A variational approach for joint image recovery-segmentation based on spatially varying generalised Gaussian models E Chouzenoux, MC Corbineau, JC Pesquet, G Scrivanti | 1* | 2022 |
Case-based reasoning for rare events prediction on strategic sites V Vidal, MC Corbineau, T Ceillier arXiv preprint arXiv:2202.04891, 2022 | | 2022 |
Actes de la conférence CAID 2021 (Conference on Artificial Intelligence for Defense) A Dey, B Costé, É Totel, A Bécue, E Aguas, A Lambert, G Blanc, H Debar, ... | | 2021 |
Optimizing an optimization method: an application to image deblurring C Bertocchi, MC Corbineau, E Chouzenoux, JC Pesquet, M Prato PROCEEDINGS OF SIMAI 2020+ 21, 2021 | | 2021 |
Actes de la conférence CAID 2020 F de Vieilleville, S May, A Lagrange, A Dupuis, R Ruiloba, FN Mboula, ... CAID 2020-Second Conference on Artificial Intelligence for Defence, 2021 | | 2021 |
Proximal and interior point optimization strategies in image recovery MC Corbineau Université Paris-Saclay, 2019 | | 2019 |
Proximal and interior point optimization strategies in image recovery MC Corbineau Université Paris-Saclay, 2019 | | 2019 |
A Neural Network Approach for Parameters Estimation in Image Deblurring C Bertocchi, MC Corbineau, E Chouzenoux, M Prato, JC Pesquet Numerical Computations: Theory and Algorithms NUMTA 2019, 102, 2019 | | 2019 |
Further Development Of Aperture: A Precise Extremely Large Reflective Telescope Using Re-Configurable Elements. Phase II; NASA Innovative Advanced Concepts (NIAC) M Ulmer, V Coverstone, J Cao, YW Chung, R Shiri, D Pappas, CS Arnold, ... | | 2019 |