LEADER 03221nam 2200529Ia 450 001 9910437586003321 005 20200520144314.0 010 $a1-4614-7470-1 024 7 $a10.1007/978-1-4614-7470-8 035 $a(OCoLC)846576528 035 $a(MiFhGG)GVRL6VJO 035 $a(CKB)3280000000007708 035 $a(MiAaPQ)EBC1317130 035 $a(EXLCZ)993280000000007708 100 $a20130404d2013 uy 0 101 0 $aeng 135 $aurun|---uuuua 181 $ctxt 182 $cc 183 $acr 200 10$aHyperspectral image fusion /$fSubhasis Chaudhuri, Ketan Kotwal 205 $a1st ed. 2013. 210 $aNew York $cSpringer$d2013 215 $a1 online resource (xvi, 191 pages) $cillustrations (some color) 225 0 $aGale eBooks 300 $aDescription based upon print version of record. 311 $a1-4614-7469-8 320 $aIncludes bibliographic references and index. 327 $aIntroduction -- Current State of the Art -- Edge-preserving Solution -- Band Selection through Redundancy Elimination -- Bayesian Estimation -- Variational Solution -- Optimization-based Fusion -- Band Selection: Revisited -- Performance Assessment of Fusion Techniques -- Results and Discussions -- Conclusions and Directions for Future Research. 330 $aHyperspectral Image Fusion is the first text dedicated to the fusion techniques for such a huge volume of data consisting of a very large number of images. This monograph brings out recent advances in the research in the area of visualization of hyperspectral data. It provides a set of pixel-based fusion techniques, each of which is based on a different framework and has its own advantages and disadvantages. The techniques are presented with complete details so that practitioners can easily implement them. It is also demonstrated how one can select only a few specific bands to speed up the process of fusion by exploiting spatial correlation within successive bands of the hyperspectral data. While the techniques for fusion of hyperspectral images are being developed, it is also important to establish a framework for objective assessment of such techniques. This monograph has a dedicated chapter describing various fusion performance measures that are applicable to hyperspectral image fusion. This monograph also presents a notion of consistency of a fusion technique which can be used to verify the suitability and applicability of a technique for fusion of a very large number of images. This book will be a highly useful resource to the students, researchers, academicians and practitioners in the specific area of hyperspectral image fusion, as well as generic image fusion. 606 $aImage processing$xDigital techniques 606 $aComputer vision 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 676 $a004 676 $a006.312 676 $a006.37 676 $a006.6 700 $aChaudhuri$b Subhasis$0846530 701 $aKotwal$b Ketan$01753680 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910437586003321 996 $aHyperspectral image fusion$94189656 997 $aUNINA