LEADER 03022nam 2200577 a 450 001 9910877657803321 005 20200520144314.0 010 $a1-280-82243-0 010 $a9786610822430 010 $a0-470-12462-8 010 $a0-470-12461-X 035 $a(CKB)1000000000354959 035 $a(EBL)287367 035 $a(OCoLC)476040447 035 $a(SSID)ssj0000175622 035 $a(PQKBManifestationID)11156099 035 $a(PQKBTitleCode)TC0000175622 035 $a(PQKBWorkID)10190338 035 $a(PQKB)11396124 035 $a(MiAaPQ)EBC287367 035 $a(EXLCZ)991000000000354959 100 $a20060929d2007 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aHyperspectral data exploitation $etheory and applications /$fedited by Chein-I Chang 210 $aHoboken, N.J. $cWiley-Interscience$dc2007 215 $a1 online resource (442 p.) 300 $aDescription based upon print version of record. 311 $a0-471-74697-5 320 $aIncludes bibliographical references and index. 327 $aHYPERSPECTRAL 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 SYSTEMS 327 $a10. 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; INDEX 330 $aAuthored 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. 606 $aRemote sensing 606 $aMultispectral imaging 606 $aImage processing$xDigital techniques 615 0$aRemote sensing. 615 0$aMultispectral imaging. 615 0$aImage processing$xDigital techniques. 676 $a526.9/82 701 $aChang$b Chein-I$0763028 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910877657803321 996 $aHyperspectral data exploitation$94188867 997 $aUNINA