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"Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing"--
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Previews available in: English
Showing 5 featured editions. View all 5 editions?
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1
Compressed Sensing: Theory and Applications
2012, Cambridge University Press
in English
113933493X 9781139334938
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2
Compressed Sensing: Theory and Applications
2012, Cambridge University Press
in English
1139338412 9781139338417
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3
Compressed Sensing: Theory and Applications
2012, Cambridge University Press
in English
0511794304 9780511794308
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4
Compressed sensing: theory and applications
2012, Cambridge University Press
in English
1107005582 9781107005587
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5
Compressed Sensing: Theory and Applications
2012, Cambridge University Press
in English
1139339990 9781139339995
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November 19, 2022 | Created by ImportBot | Imported from Better World Books record |