Search Results - "Artusi, Xavier"

Conception assistée par simulation d’une IA pour la classification d’indications ultrasonores lors d’un contrôle TFM de soudures by Le Berre, Stéphane, Artusi, Xavier, Fisher, Clément, Roué, David, Miorelli, Roberto, Calmon, Pierre

“…Les techniques d’intelligence artificielle, et en particulier à base de Machine Learning, ouvrent des perspectives d’avancées significatives pour l’assistance…”
Get full text

Infrared measurement synthetic database for inverse thermography model based on deep learning by Brunet, R., Aumeunier, M-H., Miorelli, R., Juven, A., Reboud, C., Artusi, X., Bohec, M. Le

“…•Demonstration of simulation-assisted machine learning inverse method for retrieving the surface temperature from Infrared measurement.•Infrared thermography…”
Get full text

An efficient adaptive database sampling strategy with applications to eddy current signals by Miorelli, R., Artusi, X., Reboud, C.

“…Computer simulations are widely used in engineering domains to model complex scenarios and extract meaningful information or improve the understanding of a…”
Get full text

Performance of a Simulated Adaptive BCI Based on Experimental Classification of Movement-Related and Error Potentials by Artusi, Xavier, Niazi, Imran Khan, Lucas, Marie-Françoise, Farina, Dario

“…New paradigms for brain-computer interfacing (BCI), such as based on imagination of task characteristics, require long training periods, have limited accuracy,…”
Get full text

A Novel Criterion of Wavelet Packet Best Basis Selection for Signal Classification With Application to Brain-Computer Interfaces by Vautrin, Denis, Artusi, Xavier, Lucas, Marie-FranÇoise, Farina $^$, Dario

“…This study proposes a method to select a wavelet basis for classification. It uses a strategy defined by Wickerhauser and Coifman and proposes a new additive…”
Get full text

Temperature Estimation in Fusion Devices using Machine Learning techniques on Infrared Specular Synthetic Data by Juven, Alexis, Aumeunier, Marie-Helene, Brunet, Romain, Bohec, Mickael Le, Adel, Mouloud, Miorelli, Roberto, Artusi, Xavier, Reboud, Christophe

“…Infrared (IR) imaging systems are common diagnostics for monitoring in-vessel components in thermonuclear fusion devices (tokamak). Nevertheless, IR…”
Get full text

Model based inversion strategy dedicated to non-destructive testing applications by Reboud, C, Le Bourdais, RMF, Artusi, X, Calmon, P

“…This paper presents a global strategy aiming at solving efficiently inverse problems classically faced in the community of non-destructive testing, like flaw…”
Get full text

Accuracy of a BCI based on movement-related and error potentials by Artusi, X., Niazi, I. K., Lucas, M., Farina, D.

“…New paradigms for brain computer interfacing (BCI), such as based on imagination of task characteristics, require long training periods, have limited accuracy,…”
Get full text