Journal papers

2025

Let There Be Light: Robust Lensless Imaging Under External Illumination With Deep Learning

E. Bezzam; S. Peters; M. Vetterli 

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

A. Jarret; S. Kashani; J. Rue-Queralt; P. Hurley; J. Fageot et al. 

ASTRONOMY & ASTROPHYSICS. 2025. Vol. 693. DOI : 10.1051/0004-6361/202450970.

Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction

E. Bezzam; Y. Perron; M. Vetterli 

IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING. 2025. Vol. 11, p. 213 – 227. DOI : 10.1109/TCI.2025.3539448.

Computational Imaging: a Multi-Facet Perspective

S. Kashani / M. Vetterli; P. Hurley (Dir.)  

Lausanne, EPFL, 2025. 

2024

PolyCLEAN: When Högbom meets Bayes ⋆ Fast Super-Resolution Imaging with Bayesian MAP Estimation

A. Jarret; S. Kashani; J. Rue Queralt; P. Hurley; J. R. P. Fageot et al. 

Astronomy & Astrophysics. 2024. 

Evidence for the Higgs Boson Decay to a Z Boson and a Photon at the LHC

G. Aad; B. Abbott; K. Abeling; N. J. Abicht; S. H. Abidi et al. 

Physical Review Letters. 2024. Vol. 132, num. 2, p. 021803. DOI : 10.1103/PhysRevLett.132.021803.

Multivariate Hawkes Processes for Sparse Estimation of Neural Networks Intensities

B. El Rawas 

2024.

Generalizing Learning-Based Lensless Image Reconstruction to Mask Pattern Changes

E. Bezzam; M. Vetterli 

2024. Computational Optical Sensing and Imaging, Toulouse, France, 2024-07-15 – 2024-07-19. DOI : 10.1364/COSI.2024.CF1A.3.

A Decoupled Approach for Composite Sparse-plus-Smooth Penalized Optimization

A. Jarret; V. Costa; J. R. P. Fageot 

2024. 32nd European Signal Processing Conference, Lyon, France, 2024-08-26 – 2024-08-30.

Hardware-in-the-loop training for lensless imaging with a programmable mask

E. Bezzam; M. Vetterli 

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.