Learning Graph Matching

As a fundamental problem in pattern recognition, graph matching has applications in a variety of fields, from computer vision to computational biology. In graph matching, patterns are modeled as graphs and pattern recognition amounts to finding a correspondence between the nodes of different graphs....

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 31; no. 6; pp. 1048 - 1058
Main Authors:	Caetano, T.S., McAuley, J.J., Li Cheng, Le, Q.V., Smola, A.J.
Format:	Journal Article
Language:	English
Published:	Los Alamitos, CA IEEE 01.06.2009 IEEE Computer Society The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Application software Applied sciences Artificial Intelligence Biological and medical sciences Cameras Combinatorics Combinatorics. Ordered structures Computer science; control theory; systems Computer vision Data mining Exact sciences and technology Fundamental and applied biological sciences. Psychology General aspects Graph matching Graph theory Graphs Image databases Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Imaging, Three-Dimensional - methods Information retrieval. Graph Intelligence Learning Machine learning Mathematical analysis Mathematical models Mathematics Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects) Optimal matching Optimization Pattern matching Pattern recognition Pattern Recognition, Automated - methods Pattern recognition. Digital image processing. Computational geometry Reproducibility of Results Sciences and techniques of general use Sensitivity and Specificity Structured Estimation Studies Subtraction Technique Support Vector Machines Surveillance Theoretical computing Computer vision Statistical analysis support vector machines Graph theory learning Quadratic assignment Pattern recognition Optimization structured estimation Model matching NP hard problem Vector support machine Objective function Graph method Compatibility Pattern analysis Bioinformatics Artificial intelligence Pattern matching Graph matching
ISSN:	0162-8828, 1939-3539
Online Access:	Get full text
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