Publications

Mathematics

Novel insight on molecular dynamics trajectories : local equilibrium viewed by kappa-segmentation

Molecular dynamics (MD) simulations can produce nowadays huge amount of data using high-throughput CPU/GPU clusters. However, the systematic and routine use of MD simulations for a study of the large molecules of real biological systems is still…

Sharad Goulam, Luba Tchertanov, Alain Trouvé

JOBIM 2019 - 2019

Methodology

Patch redundancy in images: a statistical testing framework and some applications

In this work we introduce a statistical framework in order to analyze the spatial redundancy in natural images. This notion of spatial redundancy must be defined locally and thus we give some examples of functions (auto-similarity and template…

Valentin de Bortoli, Agnès Desolneux, Bruno Galerne, Arthur Leclaire

SIAM Journal on Imaging Sciences - 2019

Image Processing

JPEG Grid Detection based on the Number of DCT Zeros and its Application to Automatic and Localized Forgery Detection

This work proposes a novel method for detecting JPEG compression, as well as its grid origin, based on counting the number of zeros in the DCT of 8 × 8 blocks. When applied locally, the same method can be used to detect grid alignment abnormalities…

Tina Nikoukhah, J Anger, T Ehret, Miguel Colom, J M Morel, R Grompone von Gioi

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops - 2019

Engineering Sciences

Fiber to resonator coupling simulation measure and optimization

David Bassir, Patrice Salzenstein

Optoelectronic Devices and Integration - 2019

Bioengineering

Center of pressure characteristics from quiet standing measures to predict the risk of falling in older adults: a protocol for a systematic review and meta-analysis

Background: Falling is the most common accident of daily living and the second most prevalent cause of accidental death in the world. The complex nature of risk factors associated with falling makes those at risk amongst the elderly population…

Flavien Quijoux, Aliénor Vienne-Jumeau, François Bertin-Hugault, Philippe Zawieja, Pierre-Paul Vidal, Damien Ricard

Systematic Reviews - 2019

Life Sciences

Estimating Center of Mass Trajectory in Quiet Standing: a Review

As falls prevalence increases with the aging of the population, early detection of balance degradation is of great importance for efficient prevention and treatment. This work compares a wide range of state-of-the-art methods to estimate the…

Alice Nicolaï, Julien Audiffren

2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - 2019

Signal and Image processing

Full-spectrum denoising of high-SNR hyperspectral images

The high spectral redundancy of hyper/ultraspectral Earth-observation satellite imaging raises three challenges: (a) to design accurate noise estimation methods, (b) to denoise images with very high signal-to-noise ratio (SNR), and (c) to secure…

Miguel Colom, Jean-Michel Morel

Journal of the Optical Society of America. A Optics, Image Science, and Vision - 2019

Mathematics

Homogeneous Climate Regions Using Learning Algorithms

Mathilde Mougeot, Dominique Picard, Vincent Lefieux, Miranda Marchand

Renewable Energy: Forecasting and Risk Management - 2018

Engineering Sciences

Statistical Learning to Assess Overhead Line Lifespan

V. Laurent, M. Mougeot, C. Yang, F. Hafid, J.-M. Ghidaglia, N. Vayatis

Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2018) - 2018

Life Sciences

Cerebral blood flow changes after radiation therapy identifies pseudoprogression in diffuse intrinsic pontine gliomas

Raphael Calmon, Stephanie Puget, Pascale Varlet, Volodia Dangouloff-Ros, Thomas Blauwblomme, Kevin Beccaria, David Grevent, Christian Sainte-Rose, David Castel, Marie-Anne Debily, Christelle Dufour, Stéphanie Bolle, Frederic Dhermain, Ana Saitovitch, Monica Zilbovicius, Francis Brunelle, Jacques Grill, Nathalie Boddaert

Neuro-Oncology - 2018