Efficient image reduction for image registration with evolutionary algorithm

Igor V. Maslov; Izidor Gertner

doi:10.1117/12.451006

6 December 2002 Efficient image reduction for image registration with evolutionary algorithm

Igor V. Maslov, Izidor Gertner

Proceedings Volume 4787, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation V; (2002) https://doi.org/10.1117/12.451006
Event: International Symposium on Optical Science and Technology, 2002, Seattle, WA, United States

Abstract

The run time of the evolutionary algorithm for image registration depends on the time required for the evaluation of the fitness value of a parameter vector during one iteration. This time can be reduced if some preprocessing is employed prior to image registration resulting in image reduction. Two algorithms are compared that can be potentially used for preprocessing, fractal encoding and a simple segmentation technique. Numerical experiments show that both algorithms perform well and can be successfully applied to image reduction.

Citation Download Citation

Igor V. Maslov and Izidor Gertner "Efficient image reduction for image registration with evolutionary algorithm", Proc. SPIE 4787, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation V, (6 December 2002); https://doi.org/10.1117/12.451006

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