Download the Conference slides
Winter School slides Keynote slides ERC slides

 

download the Technical program


Prospective authors are invited to submit original papers in all areas related to latent variable analysis, independent component analysis and signal separation, including but not limited to:

-Theory: statistical and probabilistic models; detection, estimation and performance criteria and bounds; causality measures; flat, hierarchical and dynamic structures; sparsity-promoting methods; learning theory; sparse coding; optimization tools;

-Models: latent variables modeling as parameters, vectors or signals, discrete or continuous; probabilistic or structural modeling; time-varying, memoryless, convolutive, noisy, noiseless, under- and over-complete;

-Algorithms: estimation, separation, identification, detection, blind and semi-blind methods, non-negative matrix factorization, tensor decomposition, adaptive and recursive estimation; features selection; time-frequency and wavelets based analysis; complexity analysis;

-Applications: speech and audio separation, recognition, dereverberation and denoising; auditory scene analysis; image segmentation, separation, fusion, classification, texture analysis; biomedical signal analysis, imaging, genomic data analysis, brain-computer interface;

-Emerging related topics: social networks; data-mining; artificial intelligence; sparse coding; objective and subjective performance evaluation.

 

Paper must be original and must not be already published nor under review elsewhere. 

 

 

A word about the hosting labs and GreenEr
The conference will be organized by GIPSA-Lab (Grenoble Image Parole Signal et Automatique), with the help of LSIS-Toulon (Laboratoire des Sciences de l'Information et des Systèmes).
GIPSA-Labs counts more than 300 researchers (PhD student, Post docs and University or CNRS staff members); it is one of the largest laboratory involved in Signal Processing in France. More information here.

The conference will be held in the new Building of GreEn-ER ( Grenoble Energie-Enseignement Recherche). A brief presentation of this new site may be found here.

overview

Springer Proceedings

Springer Proceedings are available for download here [Free access during 4 weeks]