Application of the Gabor multiscale decomposition of an image to pattern recognition

Asticio A. Vargas; Juan Carlos Campos Rubio; Rafael Fonolla Navarro

doi:10.1117/12.231032

5 February 1996 Application of the Gabor multiscale decomposition of an image to pattern recognition

Asticio A. Vargas, Juan Carlos Campos Rubio, Rafael Fonolla Navarro

Proceedings Volume 2730, Second Iberoamerican Meeting on Optics; (1996) https://doi.org/10.1117/12.231032
Event: Second Iberoamerican Meeting on Optics, 1995, Guanajuato, Mexico

Abstract

In this work we apply a pyramidal Gabor image decomposition to pattern recognition. The recognition process is based on a multichannel correlation. The filter is adapted in each channel to the corresponding decomposition of the object to be recognized. The results obtained with the multichannel process are compared with those obtained by using the classical matched filter (CMF) and phase only filter (POF).

Citation Download Citation

Asticio A. Vargas, Juan Carlos Campos Rubio, and Rafael Fonolla Navarro "Application of the Gabor multiscale decomposition of an image to pattern recognition", Proc. SPIE 2730, Second Iberoamerican Meeting on Optics, (5 February 1996); https://doi.org/10.1117/12.231032

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