JOURNAL ARTICLE

<title>High-speed pattern recognition system</title>

J. Peter RosenfeldR. Michael Hord

Year: 1993 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1838 Pages: 154-165   Publisher: SPIE

Abstract

We have developed a binary pattern matching system for the recognition of segmented logos and icons corrupted by random and correlated noise. It is based on the POLCAR transform. The POLCAR transform is invariant to pattern translation and converts size and orientation changes into translations. It has a high pattern discrimination ability, requires no training, and should be capable of running in real-time. The initial tests of this system are very encouraging.

Keywords:
Computer science Artificial intelligence Pattern recognition (psychology) Speech recognition Pattern matching Binary number Invariant (physics) Computer vision Mathematics Arithmetic

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Topics

Image Processing and 3D Reconstruction
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Video Stabilization
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Algorithms and Applications
Physical Sciences →  Engineering →  Control and Systems Engineering

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