Optical-neural classification of random image fields

Ernesto Pino; Emily C. Torres

doi:10.1117/12.437125

14 August 2001 Optical-neural classification of random image fields

Ernesto Pino, Emily C. Torres

Proceedings Volume 4419, 4th Iberoamerican Meeting on Optics and 7th Latin American Meeting on Optics, Lasers, and Their Applications; (2001) https://doi.org/10.1117/12.437125
Event: IV Iberoamerican Meeting of Optics and the VII Latin American Meeting of Optics, Lasers and Their Applications, 2001, Tandil, Argentina

Abstract

Using a multilayer perceptron as classifier, random field images are recognized. The input vectors of the network are the means and the variances of the random field image power spectra. Four different classes of textures were classified and the results are compared with the classification of that same random field images by mean of synthetic spectral discriminant functions.

Citation Download Citation

Ernesto Pino and Emily C. Torres "Optical-neural classification of random image fields", Proc. SPIE 4419, 4th Iberoamerican Meeting on Optics and 7th Latin American Meeting on Optics, Lasers, and Their Applications, (14 August 2001); https://doi.org/10.1117/12.437125

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