A Unifying Framework for Invariant Pattern Recognition

Wood, J. and Shawe-Taylor, J. (1996) A Unifying Framework for Invariant Pattern Recognition. Pattern Recognition Letters, 17, (0167-8), 1415-1422.


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We introduce a group-theoretic model of invariant pattern recognition, the Group Representation Network. We show that many standard invariance techniques can be viewed as GRNs, including the DFT power spectrum, higher order neural network and fast translation-invariant transform.

Item Type: Article
ISSNs: 0167-8655
Keywords: Invariant pattern recognition; Group theory; Discrete Fourier transform; Fast translation-invariant transform; Invariant neural networks; Higher-order networks
Divisions : Faculty of Physical Sciences and Engineering > Electronics and Computer Science
ePrint ID: 259802
Accepted Date and Publication Date:
December 1996Published
Date Deposited: 20 Aug 2004
Last Modified: 31 Mar 2016 14:01
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/259802

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