Simulated annealing algorithm for binary phase only filters in pattern classification
- 10 March 1990
- journal article
- Published by Optica Publishing Group in Applied Optics
- Vol. 29 (8) , 1203-1208
- https://doi.org/10.1364/ao.29.001203
Abstract
A binary phase only filter is encoded with a simulated annealing algorithm to classify two similar characters in a variety of fonts. Characters that cannot be distinguished with conventional filter encoding methods are clearly distinguished with the optimized binary phase only filter using a simulated annealing algorithm. This method gives zero error classification rate for tested characters. Correlation performance of the optimized binary phase only filter is compared with the binary phase only filters encoded with conventional methods. The computational requirements for optimizing the filter are not excessive.Keywords
This publication has 10 references indexed in Scilit:
- Optimum encoding of binary phase-only filters with a simulated annealing algorithmOptics Letters, 1989
- Optimal binary phase-only matched filtersApplied Optics, 1988
- Comparison of statistical pattern-recognition algorithms for hybrid processing. I. Linear-mapping algorithmsJournal of the Optical Society of America A, 1988
- Optical correlator performance of binary phase-only filters using Fourier and Hartley transformsApplied Optics, 1987
- Synthesis of digital holograms by direct binary searchApplied Optics, 1987
- Nonconvex optimization by fast simulated annealingProceedings of the IEEE, 1987
- Pattern recognition with binary phase-only filtersApplied Optics, 1985
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of ImagesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1984
- Optimization by Simulated AnnealingScience, 1983
- EditorialOptical Engineering, 1980