Let There Be Light: Robust Lensless Imaging Under External Illumination With Deep Learning
2025. ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025-04-06 – 2025-04-11. p. 1 – 5. DOI : 10.1109/icassp49660.2025.10888030.PolyCLEAN: Atomic optimization for super-resolution imaging and uncertainty estimation in radio interferometry
ASTRONOMY & ASTROPHYSICS. 2025. Vol. 693. DOI : 10.1051/0004-6361/202450970.Computational Imaging: a Multi-Facet Perspective
Lausanne, EPFL, 2025.Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING. 2025. Vol. 11, p. 213 – 227. DOI : 10.1109/TCI.2025.3539448.PolyCLEAN: When Högbom meets Bayes â Fast Super-Resolution Imaging with Bayesian MAP Estimation
Astronomy & Astrophysics. 2024.Comparing various AI approaches to traditional quantitative assessment of the myocardial perfusion in [82Rb] PET for MACE prediction
Scientific Reports. 2024. Vol. 14, num. 1, p. 9644. DOI : 10.1038/s41598-024-60095-6.Multivariate Hawkes Processes for Sparse Estimation of Neural Networks Intensities
2024.A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction
2024. 2024 International Conference on Image Processing, Abu Dhabi, United Arab Emirates, 2024-10-27 – 2024-10-30. p. 3979 – 3985. DOI : 10.1109/ICIP51287.2024.10647433.Synthetic data (Part 2) for “HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields”
2024.Generalizing Learning-Based Lensless Image Reconstruction to Mask Pattern Changes
2024. Computational Optical Sensing and Imaging, Toulouse, France, 2024-07-15 – 2024-07-19. DOI : 10.1364/COSI.2024.CF1A.3.Hardware-in-the-loop training for lensless imaging with a programmable mask
2024. Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences, San Francisco, United States, 2024-01-27 – 2024-01-29. DOI : 10.1117/12.3021868.Synthetic data (Part 1) for “HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields”
2024.A Decoupled Approach for Composite Sparse-plus-Smooth Penalized Optimization
2024. 32nd European Signal Processing Conference, Lyon, France, 2024-08-26 – 2024-08-30.Divergent X-ray tomography reconstruction and optimisation
2023.Learning-based techniques for lensless reconstruction
2023.Lippmann Photography: Past, Present, and Future
2023