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, 1415-22.
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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 |
|---|---|
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science |
| Item ID: | 250475 |
| Date Deposited: | 16 Mar 2004 |
| Last Modified: | 01 Mar 2012 10:18 |
| Contributors: | Wood, J. (Author) Shawe-Taylor, J. (Author) |
| Date: | 1996 |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 5 |
| URI: | http://eprints.soton.ac.uk/id/eprint/250475 |
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