Recent Publications

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

E. Bezzam; S. Peters; M. Vetterli 

BIPP: An efficient HPC implementation of the Bluebild algorithm for radio astronomy

E. Tolley; S. Frasch; E. Orliac; S. Krishna; M. Bianco et al. 

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. 

Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction

E. Bezzam; Y. Perron; M. Vetterli 

Generalized Ray Tracing with Basis Functions for Tomographic Projections

Y. Haouchat; S. Kashani; P. Thévenaz; M. Unser 

Computational Imaging: a Multi-Facet Perspective

Robust, Generalizable, and Reproducible Computational Imaging: A Lensless Perspective

Towards Visually-Plausible and Controllable 3D Representations

To Grid or Not To Grid: Atomic Methods for Sparse Inverse Problems

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. 

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. 

Multivariate Hawkes Processes for Sparse Estimation of Neural Networks Intensities

B. El Rawas 

Synthetic data (Part 2) for “HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields”

H. Qi; C. Zhao; M. Salzmann; A. Mathis 

Synthetic data (Part 1) for “HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields”

H. Qi; C. Zhao; M. Salzmann; A. Mathis 

Generalizing Learning-Based Lensless Image Reconstruction to Mask Pattern Changes

E. Bezzam; M. Vetterli 

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

A. Jarret; V. Costa; J. R. P. Fageot 

A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction

Y. Perron; E. Bezzam; M. Vetterli 

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

E. Bezzam; M. Vetterli 

Divergent X-ray tomography reconstruction and optimisation

Y. Haouchat 

Learning-based techniques for lensless reconstruction

Y. Perron