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A unifying framework for invariant pattern recognition

Record type: Article

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.

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Citation

Wood, J. and Shawe-Taylor, J. (1996) A unifying framework for invariant pattern recognition Pattern Recognition Letters, 17, pp. 1415-22.

More information

Published date: 1996
Organisations: Electronics & Computer Science

Identifiers

Local EPrints ID: 250475
URI: http://eprints.soton.ac.uk/id/eprint/250475
PURE UUID: f1fea9ed-1aa1-45dc-8e62-7aaa42a5a3e3

Catalogue record

Date deposited: 16 Mar 2004
Last modified: 18 Jul 2017 10:41

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Contributors

Author: J. Wood
Author: J. Shawe-Taylor

University divisions


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