Recent Publications

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.

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. 

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.

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

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

2023.

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.

Interactive Digital Engagement With Visual Artworks and Cultural Artefacts Enhances User Aesthetic Experiences in the Laboratory and Museum

D. Jonauskaite; N. Dael; L. Baboulaz; L. Chevre; I. Cierny et al. 

International Journal Of Human-Computer Interaction. 2022. DOI : 10.1080/10447318.2022.2143767.

pyFFS: A Python Library for Fast Fourier Series Computation and Interpolation with GPU Acceleration

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

SIAM Journal on Scientific Computing. 2022. Vol. 44, num. 4, p. C346 – C366. DOI : 10.1137/21M1448641.

Entropic Compressibility of Levy Processes

J. Fageot; A. Fallah; T. Horel 

Ieee Transactions On Information Theory. 2022. Vol. 68, num. 8, p. 4949 – 4963. DOI : 10.1109/TIT.2022.3167863.

Unlabeled Sensing of Multi-Input FRI Signals

T. Koka 

2022.

The Wavelet Compressibility of Compound Poisson Processes

S. Aziznejad; J. Fageot 

Ieee Transactions On Information Theory. 2022. Vol. 68, num. 4, p. 2752 – 2766. DOI : 10.1109/TIT.2021.3139287.

A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO

A. Jarret; J. Fageot; M. Simeoni 

IEEE Signal Processing Letters. 2022. Vol. 29, p. 637 – 641. DOI : 10.1109/LSP.2022.3149377.