Recent Publications

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.

Computational Imaging: a Multi-Facet Perspective

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

Lausanne, EPFL, 2025. 

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. 

Comparing various AI approaches to traditional quantitative assessment of the myocardial perfusion in [82Rb] PET for MACE prediction

S. Bors; D. Abler; M. Dietz; V. Andrearczyk; J. Fageot et al. 

Scientific Reports. 2024. Vol. 14, num. 1, p. 9644. DOI : 10.1038/s41598-024-60095-6.

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.

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.

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.

Divergent X-ray tomography reconstruction and optimisation

Y. Haouchat 

2023.

Learning-based techniques for lensless reconstruction

Y. Perron 

2023.

Lippmann Photography: Past, Present, and Future

A. Latty; A. Hoffet; N. Isaac; P. Prandoni 

2023

Reconstructing lensless image with ML models and deploying them onto embedded systems

J. P. Reymond 

2023.

Reconstruction of High Dynamic Range Images with Iterative Reweighting Scheme

T. Ecabert 

2023.

In Liquido Computation with Electrochemical Transistors and Mixed Conductors for Intelligent Bioelectronics

M. Cucchi; D. Parker; E. Stavrinidou; P. Gkoupidenis; H. Kleemann 

Advanced Materials. 2023. DOI : 10.1002/adma.202209516.

Reconstruction of Sparse Signals with a Variational Approach: a Numerical Comparison of LASSO Solvers

M. Sauser 

2023.

On the interaction of femtosecond laser pulses with layered dielectric materials

R. Ricca / Y. Bellouard (Dir.)  

Lausanne, EPFL, 2023. 

Non-volatile data storage medium and system

R. Ricca; Y. Bellouard; M. Vetterli 

WO2023208571.

2023.

LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi

E. Bezzam; S. Kashani; M. Vetterli; M. Simeoni 

2023.

Localizing Unsynchronized Sensors With Unknown Sources

D. El Badawy; V. Larsson; M. Pollefeys; I. Dokmanic 

Ieee Transactions On Signal Processing. 2023. Vol. 71, p. 641 – 654. DOI : 10.1109/TSP.2023.3245284.

DigiCam: Single-Shot Lensless Sensing with a Low-Cost Programmable Mask

E. Bezzam; M. Vetterli; M. Simeoni 

2023. 3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, Boston, United States, 2023-08-14 – 2023-08-17. DOI : 10.1364/3D.2023.JTu4A.45.

On the uniqueness of solutions for the basis pursuit in the continuum

T. Debarre; Q. Denoyelle; J. Fageot 

Inverse Problems. 2022. Vol. 38, num. 12, p. 125005. DOI : 10.1088/1361-6420/ac9998.