03115nam 2200601 a 450 991014342310332120170809162033.01-280-82243-097866108224300-470-12462-80-470-12461-X(CKB)1000000000354959(EBL)287367(OCoLC)476040447(SSID)ssj0000175622(PQKBManifestationID)11156099(PQKBTitleCode)TC0000175622(PQKBWorkID)10190338(PQKB)11396124(MiAaPQ)EBC287367(EXLCZ)99100000000035495920060929d2007 uy 0engur|n|---|||||txtccrHyperspectral data exploitation[electronic resource] theory and applications /edited by Chein-I ChangHoboken, N.J. Wiley-Intersciencec20071 online resource (442 p.)Description based upon print version of record.0-471-74697-5 Includes bibliographical references and index.HYPERSPECTRAL DATA EXPLOITATION; CONTENTS; PREFACE; CONTRIBUTORS; 1. OVERVIEW; I TUTORIALS; 2. HYPERSPECTRAL IMAGING SYSTEMS; 3. INFORMATION-PROCESSED MATCHED FILTERS FOR HYPERSPECTRAL TARGET DETECTION AND CLASSIFICATION; II THEORY; 4. AN OPTICAL REAL-TIME ADAPTIVE SPECTRAL IDENTIFICATION SYSTEM (ORASIS); 5. STOCHASTIC MIXTURE MODELING; 6. UNMIXING HYPERSPECTRAL DATA: INDEPENDENT AND DEPENDENT COMPONENT ANALYSIS; 7. MAXIMUM VOLUME TRANSFORM FOR ENDMEMBER SPECTRA DETERMINATION; 8. HYPERSPECTRAL DATA REPRESENTATION; 9. OPTIMAL BAND SELECTION AND UTILITY EVALUATION FOR SPECTRAL SYSTEMS10. FEATURE REDUCTION FOR CLASSIFICATION PURPOSE11. SEMISUPERVISED SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF HYPERSPECTRAL REMOTE SENSING IMAGES; III APPLICATIONS; 12. DECISION FUSION FOR HYPERSPECTRAL CLASSIFICATION; 13. MORPHOLOGICAL HYPERSPECTRAL IMAGE CLASSIFICATION: A PARALLEL PROCESSING PERSPECTIVE; 14. THREE-DIMENSIONAL WAVELET-BASED COMPRESSION OF HYPERSPECTRAL IMAGERY; INDEXAuthored by a panel of experts in the field, this book focuses on hyperspectral image analysis, systems, and applications. With discussion of application-based projects and case studies, this professional reference will bring you up-to-date on this pervasive technology, wether you are working in the military and defense fields, or in remote sensing technology, geoscience, or agriculture.Remote sensingMultispectral photographyImage processingDigital techniquesElectronic books.Remote sensing.Multispectral photography.Image processingDigital techniques.526.982621.3678Chang Chein-I763028MiAaPQMiAaPQMiAaPQBOOK9910143423103321Hyperspectral data exploitation2239853UNINA