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Author LVA/ICA 2010 (2010 : Saint-Malo, France)

Title Latent variable analysis and signal separation : 9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010, proceedings / Vincent Vigneron [and others] (Eds.)
Published Berlin ; Heidelberg : Springer, ©2010


Description 1 online resource (xviii, 655 pages)
Series Lecture notes in computer science ; 6365
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science ; 6365.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Contents 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
Summary Annotation 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 as biomedical 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 strong activity on these themes in signal and image processing at large
Bibliography Includes bibliographical references and author index
Notes English
Print version record
In Springer eBooks
Subject Signal processing -- Digital techniques -- Congresses
Neural networks (Computer science) -- Congresses
Computer Simulation
Neural networks (Computer science)
Signal processing -- Digital techniques
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Vigneron, Vincent.
LC no. 2010934729
ISBN 9783642159954