Latent Variable Analysis and Signal Separation 12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Vincent, Emmanuel (Editor), Yeredor, Arie (Editor), Koldovský, Zbyněk (Editor), Tichavský, Petr (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Series: Lecture Notes in Computer Science, 9237
• Subjects: Computer science.; Special purpose computers.; Algorithms.; Computer science > Mathematics.; Computer simulation.; Image processing.; Pattern recognition.; Computer Science.; Pattern Recognition.; Image Processing and Computer Vision.; Simulation and Modeling.; Algorithm Analysis and Problem Complexity.; Discrete Mathematics in Computer Science.; Special Purpose and Application-Based Systems.
• Physical Description: XVI, 532 p. 128 illus. online resource.
• ISBN: 9783319224824
• ISSN: 0302-9743 ;

This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented – 29 accepted as oral presentations and 32 accepted as poster presentations – were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing.