03022nam 2200577 a 450 991087765780332120200520144314.01-280-82243-097866108224300-470-12462-80-470-12461-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 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 imagingImage processingDigital techniquesRemote sensing.Multispectral imaging.Image processingDigital techniques.526.9/82Chang Chein-I763028MiAaPQMiAaPQMiAaPQBOOK9910877657803321Hyperspectral data exploitation4188867UNINA