عنوان

Image processing and analysis with graphs

(Number (ISBN

1439855080 (electronic bk.)

(Number (ISBN

9781439855089 (electronic bk.)

Number

b393786

Title Proper

Image processing and analysis with graphs

General Material Designation

[Book]

Other Title Information

theory and practice /

First Statement of Responsibility

edited by Olivier Lézoray, Leo Grady.

Place of Publication, Distribution, etc.

Boca Raton, FL :

Name of Publisher, Distributor, etc.

CRC Press,

Date of Publication, Distribution, etc.

©2012.

Specific Material Designation and Extent of Item

1 online resource (xxiii, 527, [8] pages) :

Other Physical Details

illustrations (some color).

Series Title

Digital imaging and computer vision series.

Text of Note

Includes bibliographical references and index.

Text of Note

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.

0

Text of Note

"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"--

Source for Acquisition/Subscription Address

EBSCO

Stock Number

465649

Title

Image Processing and Analysis with Graphs : Theory and Practice.

International Standard Book Number

9781439855072.

Computer vision-- Mathematics.

Graph theory.

Image processing-- Digital techniques.

Number

Edition

Class number

Book number

Grady, Leo.

Lézoray, Olivier.

Date of Transaction

20140930052219.3

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y