2 citations · 3 across the 4 of their papers we have counts for
4 papers · 1 filter
Deep Neural Network for DrawiNg Networks, (DNN)^2
Loann Giovannangeli, Frederic Lalanne, David Auber +2
By leveraging recent progress of stochastic gradient descent methods, several works have shown that graphs could be efficiently laid out through the optimization of a tailored obje…
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Most keystroke dynamics studies have been evaluated using a specific kind of dataset in which users type an imposed login and password. Moreover, these studies are optimistics sinc…
Hybrid Template Update System for Unimodal Biometric Systems
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
Semi-supervised template update systems allow to automatically take into account the intra-class variability of the biometric data over time. Such systems can be inefficient by inc…
Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI)
Romain Giot, Christophe Charrier, Maxime Descoteaux
The understanding of neurodegenerative diseases undoubtedly passes through the study of human brain white matter fiber tracts. To date, diffusion magnetic resonance imaging (dMRI)…