Handbook of Blind Source Separation

Written By Pierre Comon
Handbook of Blind Source Separation
  • Publsiher : Academic Press
  • Release : 17 February 2010
  • ISBN : 9780080884943
  • Pages : 856 pages
  • Rating : 5/5 from 1 reviews
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Read or download book entitled Handbook of Blind Source Separation written by Pierre Comon which was release on 17 February 2010, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R&D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world’s experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications

Handbook of Blind Source Separation

Handbook of Blind Source Separation
  • Author : Pierre Comon,Christian Jutten
  • Publisher : Academic Press
  • Release Date : 2010-02-17
  • Total pages : 856
  • ISBN : 9780080884943
GET BOOK

Summary : Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of ...

Handbook of Blind Source Separation

Handbook of Blind Source Separation
  • Author : Pierre Comon,Christian Jutten
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 856
  • ISBN : 9780080884943
GET BOOK

Summary : Download or read online Handbook of Blind Source Separation written by Pierre Comon,Christian Jutten, published by which was released on 2010. Get Handbook of Blind Source Separation Books now! Available in PDF, ePub and Kindle....

Handbook of blind source separation independent component analysis and applications

Handbook of blind source separation   independent component analysis and applications
  • Author : Pierre Comon,Christian Jutten
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 831
  • ISBN : 9780080884943
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Summary : Download or read online Handbook of blind source separation independent component analysis and applications written by Pierre Comon,Christian Jutten, published by which was released on 2010. Get Handbook of blind source separation independent component analysis and applications Books now! Available in PDF, ePub and Kindle....

Blind Source Separation

Blind Source Separation
  • Author : Ganesh R. Naik,Wenwu Wang
  • Publisher : Springer
  • Release Date : 2014-05-21
  • Total pages : 551
  • ISBN : 9780080884943
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Summary : Blind Source Separation intends to report the new results of the efforts on the study of Blind Source Separation (BSS). The book collects novel research ideas and some training in BSS, independent component analysis (ICA), artificial intelligence and signal processing applications. Furthermore, the research results previously scattered in many journals ...

Blind Source Separation

Blind Source Separation
  • Author : Xianchuan Yu,Dan Hu,Jindong Xu
  • Publisher : John Wiley & Sons
  • Release Date : 2013-12-13
  • Total pages : 416
  • ISBN : 9780080884943
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Summary : A systematic exploration of both classic and contemporaryalgorithms in blind source separation with practical casestudies The book presents an overview of Blind Source Separation, arelatively new signal processing method. Due to themultidisciplinary nature of the subject, the book has been writtenso as to appeal to an audience from very different ...

Blind Source Separation

Blind Source Separation
  • Author : Yong Xiang,Dezhong Peng,Zuyuan Yang
  • Publisher : Springer
  • Release Date : 2014-09-16
  • Total pages : 94
  • ISBN : 9780080884943
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Summary : This book provides readers a complete and self-contained set of knowledge about dependent source separation, including the latest development in this field. The book gives an overview on blind source separation where three promising blind separation techniques that can tackle mutually correlated sources are presented. The book further focuses on ...

Nonlinear Blind Source Separation and Blind Mixture Identification

Nonlinear Blind Source Separation and Blind Mixture Identification
  • Author : Yannick Deville,Leonardo Tomazeli Duarte,Shahram Hosseini
  • Publisher : Springer Nature
  • Release Date : 2021-02-02
  • Total pages : 71
  • ISBN : 9780080884943
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Summary : This book provides a detailed survey of the methods that were recently developed to handle advanced versions of the blind source separation problem, which involve several types of nonlinear mixtures. Another attractive feature of the book is that it is based on a coherent framework. More precisely, the authors first ...

Springer Handbook of Speech Processing

Springer Handbook of Speech Processing
  • Author : Jacob Benesty,M. M. Sondhi,Yiteng Huang
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-11-28
  • Total pages : 1176
  • ISBN : 9780080884943
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Summary : This handbook plays a fundamental role in sustainable progress in speech research and development. With an accessible format and with accompanying DVD-Rom, it targets three categories of readers: graduate students, professors and active researchers in academia, and engineers in industry who need to understand or implement some specific algorithms for ...

Latent Variable Analysis and Signal Separation

Latent Variable Analysis and Signal Separation
  • Author : Emmanuel Vincent,Arie Yeredor,Zbyněk Koldovský,Petr Tichavský
  • Publisher : Springer
  • Release Date : 2015-08-14
  • Total pages : 532
  • ISBN : 9780080884943
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Summary : 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 ...

Latent Variable Analysis and Signal Separation

Latent Variable Analysis and Signal Separation
  • Author : Petr Tichavský,Massoud Babaie-Zadeh,Olivier J.J. Michel,Nadège Thirion-Moreau
  • Publisher : Springer
  • Release Date : 2017-02-13
  • Total pages : 576
  • ISBN : 9780080884943
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Summary : This book constitutes the proceedings of the 13th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2017, held in Grenoble, France, in Feburary 2017. The 53 papers presented in this volume were carefully reviewed and selected from 60 submissions. They were organized in topical sections named: tensor approaches; from source positions ...

Latent Variable Analysis and Signal Separation

Latent Variable Analysis and Signal Separation
  • Author : Yannick Deville,Sharon Gannot,Russell Mason,Mark D. Plumbley,Dominic Ward
  • Publisher : Springer
  • Release Date : 2018-06-05
  • Total pages : 580
  • ISBN : 9780080884943
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Summary : This book constitutes the proceedings of the 14th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2018, held in Guildford, UK, in July 2018.The 52 full papers were carefully reviewed and selected from 62 initial submissions. As research topics the papers encompass a wide range of general mixtures of latent ...

Blind Identification and Separation of Complex valued Signals

Blind Identification and Separation of Complex valued Signals
  • Author : Eric Moreau,Tülay Adali
  • Publisher : John Wiley & Sons
  • Release Date : 2013-10-07
  • Total pages : 112
  • ISBN : 9780080884943
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Summary : Blind identification consists of estimating a multi-dimensional system only through the use of its output, and source separation, the blind estimation of the inverse of the system. Estimation is generally carried out using different statistics of the output. The authors of this book consider the blind identification and source separation ...

Latent Variable Analysis and Signal Separation

Latent Variable Analysis and Signal Separation
  • Author : Fabian Theis,Andrzej Cichocki,Arie Yeredor,Michael Zibulevsky
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-03-01
  • Total pages : 538
  • ISBN : 9780080884943
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Summary : This book constitutes the proceedings of the 10th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2012, held in Tel Aviv, Israel, in March 2012. The 20 revised full papers presented together with 42 revised poster papers, 1 keynote lecture, and 2 overview papers for the regular, as well as for the special ...

Advances in Heuristic Signal Processing and Applications

Advances in Heuristic Signal Processing and Applications
  • Author : Amitava Chatterjee,Hadi Nobahari,Patrick Siarry
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-06-05
  • Total pages : 387
  • ISBN : 9780080884943
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Summary : There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and performance improvement to ...

On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling

On Statistical Pattern Recognition in Independent Component Analysis Mixture Modelling
  • Author : Addisson Salazar
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-07-20
  • Total pages : 186
  • ISBN : 9780080884943
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Summary : A natural evolution of statistical signal processing, in connection with the progressive increase in computational power, has been exploiting higher-order information. Thus, high-order spectral analysis and nonlinear adaptive filtering have received the attention of many researchers. One of the most successful techniques for non-linear processing of data with complex non-Gaussian ...