000			03618cam a2200385 i 4500
999			_c200437925 _d56137
001			200437925
003			TR-AnTOB
005			20200629160913.0
006			m|||||o||d| ||||||
007			cr cnuaaaau
008			120831s2012 flu gob d eng d
020			_a9781439855089 (ebook : PDF)
040			_aTR-AnTOB _beng _erda _cTR-AnTOB
041	0		_aeng
050	1	4	_aTA1634
090			_aTA1634 _b.I49 2012EBK
245	0	0	_aImage processing and analysis with graphs _btheory and practice / _cedited by Olivier Lžoray, Leo Grady.
264		1	_aBoca Raton, Fla. : _bCRC Press, _c2012.
300			_a1 online resource (xxiii, 527 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bn _2rdamedia
338			_aonline resource _bnc _2rdacarrier
490	0		_aDigital imaging and computer vision series
504			_aIncludes bibliography at the ends of every chapter.
505	0		_a1. Graph theory concepts and definitions used in image processing and analysis / Olivier Lžoray and Leo Grady -- 2. Graph cuts : combinatorial optimization in vision / Hiroshi Ishikawa -- 3. Higher-order models in computer vision / Pushmeet Kohli and Carsten Rother -- 4. A parametric maximum flow approach for discrete total variation regularization / Antonin Chambolle and Jřm̥e Darbon -- 5. Targeted image segmentation using graph methods / Leo Grady -- 6. A short tour of mathematical morphology on edge and vertex weighted graphs / Laurent Najman and Fernand Meyer -- 7. Partial difference equations on graphs for local and nonlocal image processing / Abderrahim Elmoataz ... [et al.] -- 8. Image denoising with nonlocal spectral graph wavelets / David K. Hammond, Laurent Jacques, and Pierre Vandergheynst -- 9. Image and video matting / Jue Wang -- 10. Optimal simultaneous multisurface and multiobject image segmentation / Xiaodong Wu, Mona K. Garvin, and Milan Sonka -- 11. Hierarchical graph encodings / Luc Brun and Walter Kropatsch -- 12. Graph-based dimensionality reduction / John A. Lee and Michel Verleysen -- 13. Graph edit distance : theory, algorithms, and applications / Miquel Ferrer and Horst Bunke -- 14. The role of graphs in matching shapes and in categorization / Benjamin Kimia -- 15. 3D shape registration using spectral graph embedding and probabilistic matching / Avinash Sharma, Radu Horaud, and Diana Mateus -- 16. Modeling images with undirected graphical models / Marshall F. Tappen -- 17. Tree-walk kernels for computer vision / Zaid Harchaoui and Francis Bach.
520			_a"The first book to serve as a comprehensive review of digital imaging and computer vision, this book begins with an introduction chapter to ease readers unfamiliar with concepts into following topics. The book is divided into two parts that focus on the processing of functions on graphs, graph-based image processing, and the representation and analysis of objects on graphs, graph-based image analysis. Each chapter provides a comprehensive review on a specific topic, which ranges from research challenges to industry trends, and provides numerous examples to illustrate how the proposed methods can be used in practice. A companion website is available"-- _cProvided by publisher.
650		0	_aComputer vision _xMathematics. _92455
650		0	_aImage processing _xDigital techniques _9118
650		0	_aGraph theory _921596
700	1		_aLžoray, Olivier _eeditor _9128139
700	1		_aGrady, Leo _eeditor _9128138
856	4	0	_uhttps://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=465649 _zOnline access link to the resource
942			_2lcc _cEBK