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Published by Taylor & Francis Group, 2012
ISBN 10: 143985596X ISBN 13: 9781439855966
Language: English
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Published by Taylor & Francis Group, 2012
ISBN 10: 143985596X ISBN 13: 9781439855966
Language: English
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Add to basketHardcover. Condition: Brand New. 2nd edition. 600 pages. 10.20x7.36x1.57 inches. In Stock.
Published by Taylor & Francis Group, 2012
ISBN 10: 143985596X ISBN 13: 9781439855966
Language: English
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Add to basketHardcover. Condition: Brand New. 2nd edition. 600 pages. 10.20x7.36x1.57 inches. In Stock. This item is printed on demand.
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Chi Hau Chen is currently the Chancellor Professor Emeritus of electrical and computer engineering at the University of Massachusetts Dartmouth, where he has taught since 1968. Dr. Chen has published 29 books in his areas of research. He.
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Add to basketBuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Continuing in the footsteps of the pioneering first edition, Signal and Image Processing for Remote Sensing, Second Edition explores the most up-to-date signal and image processing methods for dealing with remote sensing problems. Although most data from satellites are in image form, signal processing can contribute significantly in extracting information from remotely sensed waveforms or time series data. This book combines both, providing a unique balance between the role of signal processing and image processing.Featuring contributions from worldwide experts, this book continues to emphasize mathematical approaches. Not limited to satellite data, it also considers signals and images from hydroacoustic, seismic, microwave, and other sensors. Chapters cover important topics in signal and image processing and discuss techniques for dealing with remote sensing problems. Each chapter offers an introduction to the topic before delving into research results, making the book accessible to a broad audience.This second edition reflects the considerable advances that have occurred in the field, with 23 of 27 chapters being new or entirely rewritten. Coverage includes new mathematical developments such as compressive sensing, empirical mode decomposition, and sparse representation, as well as new component analysis methods such as non-negative matrix and tensor factorization. The book also presents new experimental results on SAR and hyperspectral image processing.The emphasis is on mathematical techniques that will far outlast the rapidly changing sensor, software, and hardware technologies. Written for industrial and academic researchers and graduate students alike, this book helps readers connect the 'dots' in image and signal processing.New in This EditionThe second edition includes four chapters from the first edition, plus 23 new or entirely rewritten chapters, and 190 new figures. New topics covered include:Compressive sensingThe mixed pixel problem with hyperspectral imagesHyperspectral image (HSI) target detection and classification based on sparse representationAn ISAR technique for refocusing moving targets in SAR imagesEmpirical mode decomposition for signal processingFeature extraction for classification of remote sensing signals and imagesActive learning methods in classification of remote sensing imagesSignal subspace identification of hyperspectral dataWavelet-based multi/hyperspectral image restoration and fusionThe second edition is not intended to replace the first edition entirely and readers are encouraged to read both editions of the book for a more complete picture of signal and image processing in remote sensing. See Signal and Image Processing for Remote Sensing (CRC Press 2006).