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Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012): Volume 2

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Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012): Volume 2

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Hyperspectral Data Processing: Algorithm Design and Analysis

Title (user) : Hyperspectral Data Processing: Algorithm Design and AnalysisTitle (google) : Hyperspectral Data Processing Algorithm Design and AnalysisISBN : 9780471690566,9781118269787DOI : 10.1002/9781118269787GoogleBook ID : scu7MHCSrewCAuthors (user) : Chein?I Chang(auth.)Authors (google) : Chein-I ChangLanguage : EnglishPublication Date : 2013File Format : pdfCategories : Computers------------------------------------------Description (user) : Hyperspectral Data Processing: Algorithm Design and Analysis is a culmination of the research conducted in the Remote Sensing Signal and Image Processing Laboratory (RSSIPL) at the University of Maryland, Baltimore County. Specifically, it treats hyperspectral image processing and hyperspectral signal processing as separate subjects in two different categories. Most materials covered in this book can be used in conjunction with the author’s first book, Hyperspectral Imaging: Techniques for Spectral Detection and Classification, without much overlap.Many results in this book are either new or have not been explored, presented, or published in the public domain. These include various aspects of endmember extraction, unsupervised linear spectral mixture analysis, hyperspectral information compression, hyperspectral signal coding and characterization, as well as applications to conceal target detection, multispectral imaging, and magnetic resonance imaging. Hyperspectral Data Processing contains eight major sections:Part...

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Hyperspectral Data Processing: Algorithm Design and Analysis
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