Cover image for Academic press library in signal processing
Title:
Academic press library in signal processing
Series:
Academic Press library in signal processing
Publication Information:
Amsterdam ; Waltham, M.A. : Academic Press, 2014
Physical Description:
4 v. : ill. ; 24 cm.
ISBN:
9780124166165

9780123965028

9780123965004

9780124115972

9780123965011
Subject Term:

Available:*

Library
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30000010325130 TK5102.5 A23 2014 v.1 Open Access Book Book
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30000010325129 TK5102.5 A23 2014 v.2 Open Access Book Book
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30000010325128 TK5102.5 A23 2014 v.3 Open Access Book Book
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30000010325127 TK5102.5 A23 2014 v.4 Open Access Book Book
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33000000016205 TK5102.5 A23 2014 v.1 Open Access Book Book
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On Order

Summary

Summary

This four volume set, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in machine learning, advanced signal processing theory, communications and radar signal processing, array and statistical signal processing, Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing.

With this reference source you will:

Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved


Author Notes

Sergios Theodoridis is Professor of Signal Processing and Machine Learning in the Department of Informatics and Telecommunications of the University of Athens.

He is the co-author of the bestselling book, Pattern Recognition, and the co-author of Introduction to Pattern Recognition: A MATLAB Approach.

He serves as Editor-in-Chief for the IEEE Transactions on Signal Processing, and he is the co-Editor in Chief with Rama Chellapa for the Academic

Press Library in Signal Processing.

He has received a number of awards including the 2014 IEEE Signal Processing Magazine Best Paper Award, the 2009 IEEE Computational Intelligence Society Transactions on Neural Networks Outstanding Paper Award, the 2014 IEEE Signal Processing Society Education Award, the EURASIP 2014 Meritorious Service Award, and he has served as a Distinguished Lecturer for the IEEE Signal Processing Society and the IEEE Circuits and Systems Society. He is a Fellow of EURASIP and a Fellow of IEEE.

Prof. Rama Chellappa received the B.E. (Hons.) degree from the University of Madras, India, in 1975 and the M.E. (Distinction) degree from Indian Institute of Science, Bangalore, in 1977. He received M.S.E.E. and Ph.D. Degrees in Electrical Engineering from Purdue University, West Lafayette, IN, in 1978 and 1981 respectively. Since 1991, he has been a Professor of Electrical Engineering and an affiliate Professor of Computer Science at University of Maryland, College Park. He is also affiliated with the Center for Automation Research (Director) and the Institute for Advanced Computer Studies (Permanent Member). In 2005, he was named a Minta Martin Professor of Engineering. Prior to joining the University of Maryland, he was an Assistant (1981-1986) and Associate Professor (1986-1991) and Director of the Signal and Image Processing Institute (1988-1990) at University of Southern California, Los Angeles.
Over the last 29 years, he has published numerous book chapters, peer-reviewed journal and conference papers. He has co-authored and edited books on MRFs, face and gait recognition and collected works on image processing and analysis. His current research interests are face and gait analysis, markerless motion capture, 3D modeling from video, image and video-based recognition and exploitation and hyper spectral processing.


Table of Contents

Volume 1 Signal Processing Theory and Machine LearningPaulo Sergio Ramirez Diniz and Johan Suykens
Volume 2 Communications and Radar Signal ProcessingNikos Sidiropoulos and Fulvio Gini
Volume 3 Array and Statistical Signal ProcessingAbdelhak Zoubir and Mats Viberg
Volume 4 Image, Video and Biomedical Signal Processing, Hardware, Acoustic, Audio and Speech ProcessingJoel Trussell and Anuj Srivastava and Amit K. Roy Chowdhury and Ankur Srivastava and Patrick Naylor
A representative selection of contributors from all four volumes based in the US, UK, Europe and APACJames B. Davis and Philippe Loubaton and Sergio Barbarossa and Georgios Giannakis and Simon Godsill and Ali H. Sayed and William Melvin and Hugh Griffiths and Stefan V. Baumgartner and Andrew Carl Singer and Fred Harris and Oscar Au and James Nagy and Christos Davatzikos and Al Bovik and Tsuhan Chen and Marylin Wolf and Sven Nordholm and Visa Koivunen