1. 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.