JOURNAL ARTICLE

<title>Recent progress in invariant pattern recognition</title>

Henri H. ArsenaultS. ChangPhilippe GagnéOscar Gualdrón

Year: 1996 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2969 Pages: 562-567   Publisher: SPIE

Abstract

We present some recent results in invariant pattern recognition, including methods that are invariant under two or more distortions of position, orientation and scale. There are now a few methods that yield good results under changes of both rotation and scale. Some new methods are introduced. These include locally adaptive nonlinear matched filters, scale-adapted wavelet transforms and invariant filters for disjoint noise. Methods using neural networks will also be discussed, including an optical method that allows simultaneous classification of multiple targets.

Keywords:
Invariant (physics) Pattern recognition (psychology) Artificial intelligence Scale invariance Computer science Disjoint sets Wavelet transform Nonlinear system Artificial neural network Wavelet Speech recognition Computer vision Mathematics Statistics Discrete mathematics

Metrics

2
Cited By
0.44
FWCI (Field Weighted Citation Impact)
0
Refs
0.62
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Optical Polarization and Ellipsometry
Physical Sciences →  Engineering →  Biomedical Engineering
Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence

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