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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Description/Abstract

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
Date Deposited: 20 Aug 2004
Last Modified: 27 Mar 2014 20:02
Further Information:Google Scholar
ISI Citation Count:6
URI: http://eprints.soton.ac.uk/id/eprint/259802

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