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A RKHS interpolator-based graph matching algorithm

Van Wyk, M.A. and Durrani, T.S. and Van Wyk, B. (2002) A RKHS interpolator-based graph matching algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24 (7). pp. 988-995. ISSN 0162-8828

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Abstract

We present an algorithm for performing attributed graph matching. This algorithm is derived from a generalized framework for describing functionally expanded interpolators which is based on the theory of reproducing kernel Hilbert spaces (RKHS). The algorithm incorporates a general approach to a wide class of graph matching problems based on attributed graphs, allowing the structure of the graphs to be based on multiple sets of attributes. No assumption is made about the adjacency structure of the graphs to be matched.

Item type: Article
ID code: 3522
Keywords: Hilbert spaces, graph theory, interpolation, pattern matching, Electrical engineering. Electronics Nuclear engineering, Artificial Intelligence, Computational Theory and Mathematics, Software, Applied Mathematics, Computer Vision and Pattern Recognition
Subjects: Technology > Electrical engineering. Electronics Nuclear engineering
Department: Faculty of Engineering > Electronic and Electrical Engineering
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Related URLs:
    Depositing user: Strathprints Administrator
    Date Deposited: 18 Jun 2007
    Last modified: 04 Sep 2014 11:12
    URI: http://strathprints.strath.ac.uk/id/eprint/3522

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