Contents
Image Processing and Analysis with Graphs: Theory and Practice
| ISBN: | 9781439855072 |
| Series: | Digital Imaging and Computer Vision |
| Published: | July 03, 2012 by CRC Press - 562 Pages |
| Editor(s): | Olivier
Lézoray, University of Caen, France; Leo Grady, Siemens Corporate Research, Princeton, New Jersey, USA |
- Graph theory concepts and definitions used in image processing and analysis.
- Olivier Lézoray and Leo Grady
- Graph Cuts --- Combinatorial Optimization in Vision.
- Hiroshi Ishikawa
- Higher-order models in Computer Vision.
- Pushmeet Kohli and Carsten Rother
- A Parametric Maximum Flow Approach for Discrete Total Variation Regularization.
- Antonin Chambolle and Jérome Darbon
- Targeted image segmentation using graph methods.
- Leo Grady
- A short tour of mathematical morphology on edge and vertex weighted graphs.
- Laurent Najman and Fernand Meyer
- Partial difference equations on graphs for local and nonlocal image processing.
- Olivier Lézoray, Abderrahim Elmoataz, Vinh-Thong Ta and Sébastien Bougleux
- Image denoising with non-local spectral graph wavelets.
- David Hammond, Laurent Jacques and Pierre Vandergheynst
- Image and Video Matting.
- Jue Wang
- Optimal Simultaneous Multi-Surface and Multi-Object Image Segmentation.
- Xiaodong Wu, Mona Garvin and Milan Sonka
- Hierarchical Graph encodings.
- Luc Brun and Walter Kropatsch
- Graph-based dimensionality reduction.
- John Aldo Lee and Michel Verleysen
- Graph Edit Distance -- Theory, Algorithms and Applications.
- Miquel Ferrer and Horst Bunke
- The Role of Graphs in Matching Shapes and in Categorization.
- Benjamin Kimia
- 3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching.
- Avinash Sharma, Radu Horaud and Diana Mateus
- Modeling Images with Undirected Graphical Models.
- Marshall Tappen
- Tree-walk kernels for computer vision.
- Zaid Harchaoui and Francis Bach
