Vigneron / Zarzoso / Moreau Latent Variable Analysis and Signal Separation

9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010, Proceedings
Erscheinungsjahr 2010
ISBN: 978-3-642-15995-4
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 6365, 655 Seiten, eBook

Reihe: Lecture Notes in Computer Science

This book constitutes the proceedings of the 9th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2010, held in St. Malo, France, in September 2010.

The 25 papers presented were carefully reviewed and selected from over hundred submissions. The papers collected in this volume demonstrate that the research activity in the field continues to gather theoreticians and practitioners, with contributions ranging range from abstract concepts to the most concrete and applicable questions and considerations. Speech and audio, as well asbiomedical applications, continue to carry the mass of the considered applications. Unsurprisingly the concepts of sparsity and non-negativity, as well as tensor decompositions, have become predominant, reflecting the strongactivity on these themes in signal and image processing at large.

Zielgruppe

Research

Autoren/Hrsg.

Vigneron, Vincent

Zarzoso, Vicente

Moreau, Eric

Gribonval, Rémi

Vincent, Emmanuel

Inhaltsverzeichnis

Speech and Audio Applications.- Convolutive Signal Separation.- The 2010 Signal Separation Evaluation Campaign (SiSEC2010).- Audio.- Theory.- Telecom.- Tensor Factorizations.- Sparsity I.- Sparsity; Biomedical Applications.- Non-negativity; Image Processing Applications.- Tensors; Joint Diagonalization.- Sparsity II.- Biomedical Applications.- Emerging Topics.