Title:
Image processing and analysis with graphs theory and practice / edited by Olivier L?zoray, Leo Grady.
Digital imaging and computer vision series.
Digital imaging and computer vision series.
Main Entry:
L?zoray, Olivier. editor
Grady, Leo. editor.
Publisher:
CRC Press,
Publication Date:
2012.
Publication Place:
Boca Raton, Fla. :
ISBN:
9781439855089
9781315217284
9781351824484
9781439855072
9781138071766
Subject:
Computer vision -- Mathematics.
Image processing -- Digital techniques.
Graph theory.
Electronic books.
Series:
Digital imaging and computer vision series.
Digital imaging and computer vision series.
Contents:
1. Graph theory concepts and definitions used in image processing and analysis / Olivier L?zoray 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 J?r?me 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.
Related Records:
9781439855072 (hardback)
Cover Image:
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