Recent Publications

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

E. Bezzam; S. Peters; M. Vetterli 

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. 

Computational Imaging: a Multi-Facet Perspective

Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction

E. Bezzam; Y. Perron; M. Vetterli 

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 

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

Y. Perron; E. Bezzam; M. Vetterli 

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 

Generalizing Learning-Based Lensless Image Reconstruction to Mask Pattern Changes

E. Bezzam; M. Vetterli 

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

E. Bezzam; M. Vetterli 

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 

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

A. Jarret; V. Costa; J. R. P. Fageot 

Divergent X-ray tomography reconstruction and optimisation

Y. Haouchat 

Learning-based techniques for lensless reconstruction

Y. Perron 

Lippmann Photography: Past, Present, and Future

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

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

J. P. Reymond 

Reconstruction of High Dynamic Range Images with Iterative Reweighting Scheme

T. Ecabert 

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

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

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

M. Sauser