Academic Press' Library in Signal Processing: Signal Processing Theory and Machine Learning, Communications and Radar Signal Processing, Array and ... Audio, Acoustic and Speech Processing - Hardcover

Sergios Theodoridis

Hardcover

ISBN 10: 0124166164 ISBN 13: 9780124166165

Publisher: Academic Press Inc, 2013

Synopsis

Signal processing is an essential aspect of mobile and wireless communications, electronic systems, and biomedical engineering. It includes areas such as speech, audio, image and video processing. Engineers in these fields need to understand, test, develop and apply new signal processing methods and techniques and apply them to potential application areas. This four volume reference, edited and authored by the world's leading experts, gives a review of the principles, methods and techniques of vital and emerging research topics and technologies in signal, speech, acoustic, image and video processing. It solves the needs of university based researchers and R&D engineers in industry for high-level overviews on new 'hot' technologies, including algorithms for testing and using, and applications to demonstrate different methods of implementation. It provides insight and understanding of new technologies: modular overviews with in depth information on developing new methods and techniques, with updated references to key papers, enabling the researcher to keep on top of key developments in the field. It delivers a path through the maze of information: a comprehensive resource with different levels of structured content with references to more advanced and specific information available through journal articles. Benefit: the reader can easily get to grips with a new area and find sources to obtain specific, more advanced information; and brand recognition through the reputation of the editors and authors: each volume is edited by the world's leading people in the field who, because of their reputation, have been able commission the leading experts on a particular technology.

About this title

About the Authors

Sergios Theodoridis is professor emeritus of machine learning and data processing with the National and Kapodistrian University of Athens, Athens, Greece. He has also served as distinguished professor with the Aalborg University Denmark and as professor with the Chinese University of Hong Kong, Shenzhen, China. In 2023, he received an honorary doctorate degree (D.Sc) from the University of Edinburgh, U.K. He has also received a number of prestigious 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 2017 European Association for Signal Processing (EURASIP) Athanasios Papoulis Award, the 2014 IEEE Signal Processing Society Carl Friedrich Gauss Education Award, and the 2014 EURASIP Meritorious Service Award. He has served as president of EURASIP and vice president for the IEEE Signal Processing Society. He is a Fellow of EURASIP and a Life Fellow of IEEE. He is the coauthor of the book Pattern Recognition, 4th edition, Academic Press, 2009 and of the book Introduction to Pattern Recognition: A MATLAB Approach, Academic Press, 2010.

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.

From the Back Cover

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.

Features:

• Quick tutorial reviews of important and emerging topics of research
• Presents core principles in signal processing theory and shows their application
• Reference content on core principles, technologies, algorithms and applications
• Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge
• Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

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

Edition details

• Publisher: Academic Press Inc
• Publication date: 2013
• Language: English
• ISBN 10: 0124166164
• ISBN 13: 9780124166165
• Binding: Hardcover
• Number of pages: 250
• Editor: Sergios Theodoridis, Rama Chellappa