{"product_id":"9780471690566","title":"Hyperspectral Data Processing Algorithm Design and Analysis","description":"\u003ch1\u003eHyperspectral Data Processing\u003c\/h1\u003e\u003ch2\u003eAlgorithm Design and Analysis\u003c\/h2\u003e\u003ch3\u003eChein-I Chang\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Imaging Systems\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003ci\u003eHyperspectral Data Processing: Algorithm Design and Analysis\u003c\/i\u003e 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, \u003ci\u003eHyperspectral Imaging: Techniques for Spectral Detection and Classification,\u003c\/i\u003e without much overlap.\u003c\/p\u003e \u003cp\u003eMany 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. \u003ci\u003eHyperspectral Data Processing\u003c\/i\u003e contains eight major sections:\u003c\/p\u003e \u003cul\u003e \u003cli\u003ePart I: provides fundamentals of hyperspectral data processing\u003c\/li\u003e \u003cli\u003ePart II: offers various algorithm designs for endmember extraction\u003c\/li\u003e \u003cli\u003ePart III: derives theory for supervised linear spectral mixture analysis\u003c\/li\u003e \u003cli\u003ePart IV: designs unsupervised methods for hyperspectral image analysis\u003c\/li\u003e \u003cli\u003ePart V: explores new concepts on hyperspectral information compression\u003c\/li\u003e \u003cli\u003eParts VI \u0026amp; VII: develops techniques for hyperspectral signal coding and characterization\u003c\/li\u003e \u003cli\u003ePart VIII: presents applications in multispectral imaging and magnetic resonance imaging\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eHyperspectral Data Processing\u003c\/i\u003e compiles an algorithm compendium with MATLAB codes in an appendix to help readers implement many important algorithms developed in this book and write their own program codes without relying on software packages.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eHyperspectral Data Processing\u003c\/i\u003e is a valuable reference for those who have been involved with hyperspectral imaging and its techniques, as well those who are new to the subject.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eCHEIN-I CHANG, PhD,\u003c\/b\u003e is a Professor in the Department of Computer Science and Electrical Engineering at the University of Maryland, Baltimore County. He established the Remote Sensing Signal and Image Processing Laboratory and conducts research in designing and developing signal processing algorithms for hyperspectral imaging, medical imaging, and documentation analysis. A Fellow of IEEE and SPIE, Dr. Chang has published over 125 refereed journal articles, including more than forty papers in the \u003ci\u003eIEEE Transaction on Geoscience and Remote Sensing\u003c\/i\u003e. In addition to authoring \u003ci\u003eHyperspectral Imaging: Techniques for Spectral Detection and Classification\u003c\/i\u003e, as well as editing two books, \u003ci\u003eHyperspectral Data Exploitation: Theory and Applications\u003c\/i\u003e and \u003ci\u003eRecent Advances in Hyperspectral Signal and Imaging Processing\u003c\/i\u003e and co-editing one book, \u003ci\u003eHigh Performance Computing in Remote Sensing,\u003c\/i\u003e he holds five patents and has several pending.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e08 April 2013\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9780471690566\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e1168\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e80.8\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44377899532428,"sku":"9780471690566","price":220.46,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780471690566_8fd5cf3b-461d-4a52-956f-03a0a89da81d.jpg?v=1780171911","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9780471690566","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}