Markov Random Field Modeling in Image Analysis

Language: English

Published by SPRINGER NATURE Okt 2010, 2010

1849967679 / 9781849967679

Series: Book 5 of 86 - Advances in Computer Vision and Pattern Recognition

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables us to develop optimal vision algorithms systematically when used with optimization principles. This book presents a comprehensive study on the use of MRFs for solving computer vision problems. Various vision models are presented in a unified framework, including image restoration and reconstruction, edge and region segmentation, texture, stereo and motion, object matching and recognition, and pose estimation. This third edition includes the most recent advances and has new and expanded sections on topics such as: Bayesian Network; Discriminative Random Fields; Strong Random Fields; Spatial-Temporal Models; Learning MRF for Classification. This book is an excellent reference for researchers working in computer vision, image processing, statistical pattern recognition and applications of MRFs. It is also suitable as a text for advanced courses in these areas. 362 pp. Englisch.

Seller Inventory # 9781849967679

Title
Markov Random Field Modeling in Image Analysis
Author
Stan Z. Li
Publisher
SPRINGER NATURE Okt 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1849967679
ISBN 13
9781849967679
Edition
3rd Edition
Item weight
538 grams
Dimensions
235x156x27 mm
Series
Book 5 of 86: Advances in Computer Vision and Pattern Recognition

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.53US$ 26.53
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BuchWeltWeit Ludwig Meier e.K.

Germany