Structural Pattern Recognition with Graph Edit Distance

Language: English

Published by Springer, Springer Feb 2016, 2016

3319272519 / 9783319272511

Series: Book 51 of 86 - Advances in Computer Vision and Pattern Recognition

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This item is printed on demand - Print on Demand Titel. Neuware -This unique text/reference presents a thorough introduction to the field of structural pattern recognition, with a particular focus on graph edit distance (GED). The book also provides a detailed review of a diverse selection of novel methods related to GED, and concludes by suggesting possible avenues for future research. Topics and features: formally introduces the concept of GED, and highlights the basic properties of this graph matching paradigm; describes a reformulation of GED to a quadratic assignment problem; illustrates how the quadratic assignment problem of GED can be reduced to a linear sum assignment problem; reviews strategies for reducing both the overestimation of the true edit distance and the matching time in the approximation framework; examines the improvement demonstrated by the described algorithmic framework with respect to the distance accuracy and the matching time; includes appendices listing the datasets employed for the experimental evaluations discussed in the book.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 172 pp. Englisch.

Seller Inventory # 9783319272511

Title
Structural Pattern Recognition with Graph Edit Distance
Author
Kaspar Riesen
Publisher
Springer, Springer Feb 2016
Publication year
2016
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319272519
ISBN 13
9783319272511
Item weight
430 grams
Dimensions
241x160x16 mm
Series
Book 51 of 86: Advances in Computer Vision and Pattern Recognition

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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