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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), pp. 1415-1422.

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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Published date: December 1996
Keywords: Invariant pattern recognition, Group theory, Discrete Fourier transform, Fast translation-invariant transform, Invariant neural networks, Higher-order networks
Organisations: Electronics & Computer Science


Local EPrints ID: 259802
PURE UUID: fd884bcb-252a-49f7-9dd9-743d544dca2e

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Date deposited: 20 Aug 2004
Last modified: 18 Jul 2017 09:19

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

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