Image processing and analysis with graphs : theory and practice /: theory and practice. (©2012)

• Record Type: Book
• Further Information: Note: Edited by Olivier Lézoray, Leo Grady.
• Other Names: Lézoray, Olivier; Grady, Leo
• Contents: 1. Graph theory concepts and definitions used in image processing and analysis -- 2. Graph cuts--combinatorial optimization in vision -- 3. Higher-order models in computer vision -- 4. A parametric maximum flow approach for discrete total variation regularization -- 5. Targeted image segmentation using graph methods -- 6. A short tour of mathematical morphology on edge and vertex weighted graphs -- 7. Partial difference equations on graphs for local and nonlocal image processing -- 8. Image denoising with nonlocal spectral graph wavelets -- 9. Image and video matting -- 10. Optimal simultaneous multisurface and multiobject image segmentation -- 11. Hierarchical graph encodings -- 12. Graph-based dimensionality reduction -- 13. Graph edit distance--theory, algorithms, and applications -- 14. The role of graphs in matching shapes and in categorization -- 15. 3D shape registration using spectral graph embedding and probabilistic matching -- 16. Modeling images with undirected graphical models -- 17. Tree-walk kernels for computer vision.
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xxiii, 527, [8] pages), illustrations (some color)
• Subjects: 006.6; Computer vision -- Mathematics; Image processing -- Digital techniques; Graph theory; Computer vision -- Mathematics; Image processing -- Digital techniques; Computer science; Engineering; Civil engineering; COMPUTERS -- Computer Graphics; COMPUTERS -- Machine Theory; TECHNOLOGY & ENGINEERING -- Imaging Systems; Electronic books
• Languages: English
• ISBNs: 9781439855089; 1439855080
• Related ISBNs: 9781439855072; 1439855072
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.