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Published by Cambridge University Press, 2012
ISBN 10: 1107005582 ISBN 13: 9781107005587
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Published by Cambridge University Press, 2012
ISBN 10: 1107005582 ISBN 13: 9781107005587
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Published by Cambridge University Press, 2012
ISBN 10: 1107005582 ISBN 13: 9781107005587
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Published by Cambridge University Press, 2012
ISBN 10: 1107005582 ISBN 13: 9781107005587
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Published by Cambridge University Press, 2012
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ISBN 10: 1107005582 ISBN 13: 9781107005587
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Language: English
Published by Cambridge University Press, Cambridge, 2012
ISBN 10: 1107005582 ISBN 13: 9781107005587
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Hardcover. Condition: new. Hardcover. 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 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. Compressed sensing has rapidly become a key concept in various areas of applied mathematics, computer science and electrical engineering. This book highlights theoretical advances and applications in this area. Ideal for both researchers and graduate students seeking an understanding of the potential of compressed sensing. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
Language: English
Published by Cambridge University Press, Cambridge, 2012
ISBN 10: 1107005582 ISBN 13: 9781107005587
Seller: AussieBookSeller, Truganina, VIC, Australia
Hardcover. Condition: new. Hardcover. 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 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. Compressed sensing has rapidly become a key concept in various areas of applied mathematics, computer science and electrical engineering. This book highlights theoretical advances and applications in this area. Ideal for both researchers and graduate students seeking an understanding of the potential of compressed sensing. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.