عنوان

Image processing and analysis with graphs

شابک

1439855080 (electronic bk.)

شابک

9781439855089 (electronic bk.)

شماره

b393786

عنوان اصلي

Image processing and analysis with graphs

نام عام مواد

[Book]

ساير اطلاعات عنواني

theory and practice /

نام نخستين پديدآور

edited by Olivier Lézoray, Leo Grady.

محل نشرو پخش و غیره

Boca Raton, FL :

نام ناشر، پخش کننده و غيره

CRC Press,

تاریخ نشرو بخش و غیره

©2012.

نام خاص و کميت اثر

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

ساير جزييات

illustrations (some color).

عنوان فروست

Digital imaging and computer vision series.

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

"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"--

منبع سفارش / آدرس اشتراک

EBSCO

شماره انبار

465649

عنوان

Image Processing and Analysis with Graphs : Theory and Practice.

شماره استاندارد بين المللي کتاب و موسيقي

9781439855072.

موضوع مستند نشده

Computer vision-- Mathematics.

موضوع مستند نشده

Graph theory.

موضوع مستند نشده

Image processing-- Digital techniques.

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Grady, Leo.

مستند نام اشخاص تاييد نشده

Lézoray, Olivier.

تاريخ عمليات

20140930052219.3

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y