000			03363nam a22005175i 4500
001			978-1-4614-7470-8
003			DE-He213
005			20200421111657.0
007			cr nn 008mamaa
008			130526s2013 xxu| s |||| 0|eng d
020			_a9781461474708 _9978-1-4614-7470-8
024	7		_a10.1007/978-1-4614-7470-8 _2doi
050		4	_aTA1637-1638
050		4	_aTA1634
072		7	_aUYT _2bicssc
072		7	_aUYQV _2bicssc
072		7	_aCOM012000 _2bisacsh
072		7	_aCOM016000 _2bisacsh
082	0	4	_a006.6 _223
082	0	4	_a006.37 _223
100	1		_aChaudhuri, Subhasis. _eauthor.
245	1	0	_aHyperspectral Image Fusion _h[electronic resource] / _cby Subhasis Chaudhuri, Ketan Kotwal.
264		1	_aNew York, NY : _bSpringer New York : _bImprint: Springer, _c2013.
300			_aXVI, 191 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_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.
520			_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.
650		0	_aComputer science.
650		0	_aData mining.
650		0	_aImage processing.
650	1	4	_aComputer Science.
650	2	4	_aImage Processing and Computer Vision.
650	2	4	_aData Mining and Knowledge Discovery.
650	2	4	_aSignal, Image and Speech Processing.
700	1		_aKotwal, Ketan. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9781461474692
856	4	0	_uhttp://dx.doi.org/10.1007/978-1-4614-7470-8
912			_aZDB-2-SCS
942			_cEBK
999			_c54747 _d54747