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Item Details
Title: HYPERSPECTRAL DATA COMPRESSION
By: Giovanni Motta (Editor), Francesco Rizzo (Editor), James A. Storer (Editor)
Format: Hardback

List price: £139.99


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ISBN 10: 0387285792
ISBN 13: 9780387285795
Publisher: SPRINGER-VERLAG NEW YORK INC.
Pub. date: 1 November, 2005
Pages: 418
Description: Provides a survey of results in the field of compression of remote sensed 3D data, with a particular interest in hyperspectral imagery. This work covers topics such as compression architecture, lossless compression, lossy techniques, and more. It also describes a lossless algorithm based on vector quantization.
Synopsis: Hyperspectral Data Compression provides a survey of recent results in the field of compression of remote sensed 3D data, with a particular interest in hyperspectral imagery. Chapter 1 addresses compression architecture, and reviews and compares compression methods. Chapters 2 through 4 focus on lossless compression (where the decompressed image must be bit for bit identical to the original). Chapter 5, contributed by the editors, describes a lossless algorithm based on vector quantization with extensions to near lossless and possibly lossy compression for efficient browning and pure pixel classification. Chapter 6 deals with near lossless compression while. Chapter 7 considers lossy techniques constrained by almost perfect classification. Chapters 8 through 12 address lossy compression of hyperspectral imagery, where there is a tradeoff between compression achieved and the quality of the decompressed image. Chapter 13 examines artifacts that can arise from lossy compression.
Illustrations: XII, 418 p.
Publication: US
Imprint: Springer-Verlag New York Inc.
Returns: Returnable
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