Publications

Life Sciences

Thyroid-stimulating hormone receptor signaling restores skeletal muscle stem cell regeneration in rats with muscular dystrophy

Duchenne muscular dystrophy (DMD) is a severe and progressive myopathy leading to motor and cardiorespiratory impairment. We analyzed samples from patients with DMD and a preclinical rat model of severe DMD and determined that compromised repair…

Valentina Taglietti, Kaouthar Kefi, Lea Rivera, Oriane Bergiers, Nastasia Cardone, Fanny Coulpier, Stamatia Gioftsidi, Bernadette Drayton-Libotte, Cyrielle Hou, François-Jérôme Authier, France Pietri-Rouxel, Matthieu Robert, Dominique Bremond-Gignac, Claudio Bruno, Chiara Fiorillo, Edoardo Malfatti, Peggy Lafuste, Laurent Tiret, Frédéric Relaix

Science Translational Medicine - 2023

Signal and Image processing

Joint demosaicking and denoising benefits from a two-stage training strategy

Image demosaicking and denoising are the first two key steps of the color image production pipeline. The classical processing sequence has for a long time consisted of applying denoising first, and then demosaicking. Applying the operations in this…

Yu Guo, Qiyu Jin, Jean-Michel Morel, Tieyong Zeng, Gabriele Facciolo

Journal of Computational and Applied Mathematics - 2023

Mathematics

ARE CLASSIC FORENSIC TOOLS EFFECTIVE ON SATELLITE IMAGERY?

Satellite images are becoming an increasingly important part of our world. Such images are used to forecast the weather, track green house gas emissions, monitor agricultural crop health, and many other applications. Such advances are possible…

Matthieu Serfaty, Tina Nikoukhah, Quentin Bammey, Rafael Grompone von Gioi, Carlo de Franchis

2023 International Geoscience and Remote Sensing Symposium (IGARSS 2023) - 2023

Computer Vision and Pattern Recognition

Reproducible Research in Pattern Recognition

Bertrand Kerautret, Miguel Colom, Adrien Krähenbühl, Daniel Lopresti, Pascal Monasse, Benjamin Perret

RRPR 2022 - 2023

Biological Physics

Visualising the self-assembly process of icosahedral viruses through fluorescence microscopy at single particle level

Thomas Bugea, Laetitia Gargowitsch Poncet, Charles Truong, Karen Perronet, Guillaume Tresset

Physical Virology Gordon Research Conference - 2023

Computer Science

Clustering for directed graphs using parametrized random walk diffusion kernels

Clustering based on the random walk operator has been proven effective for undirected graphs, but its generalization to directed graphs (digraphs) is much more challenging. Although the random walk operator is well-defined for digraphs, in most…

Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos

Image Processing

Implementing Handheld Burst Super-resolution

Nowadays, smartphone cameras capture bursts of raw photographs whenever the trigger is pressed. These photos are then fused to produce a single picture with higher quality. This paper details the implementation of the method "Handheld Multi-Frame…

Jamy Lafenetre, Gabriele Facciolo, Thomas Eboli

Image Processing On Line - 2023

Neurons and Cognition

Comparison of vestibular input statistics during natural activities and while piloting an aircraft

The present study investigates the statistics and spectral content of natural vestibular stimuli experienced by healthy human subjects during three unconstrained activities. More specifically, we assessed how the characteristics of vestibular inputs…

Axel Roques, Yannick James, Ioannis Bargiotas, Dimitri Keriven Serpollet, Nicolas Vayatis, Pierre-Paul Vidal

Journal of Neurophysiology - 2023

Image Processing

L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery

High-resolution satellite imagery is a key element for many Earth monitoring applications. Satellites such as Sentinel-2 feature characteristics that are favorable for super-resolution algorithms such as aliasing and band-misalignment. Unfortunately…

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops - 2023

Image Processing

On The Role of Alias and Band-Shift for Sentinel-2 Super-Resolution

In this work, we study the problem of single-image superresolution (SISR) of Sentinel-2 imagery. We show that thanks to its unique sensor specification, namely the inter-band shift and alias, that deep-learning methods are able to recover fine…

Ngoc Long Nguyen, Jérémy Anger, Lara Raad, Bruno Galerne, Gabriele Facciolo

2023 International Geoscience and Remote Sensing Symposium (IGARSS 2023) - 2023