Image segmentation by region growing method is robust fast and very easy to implemented, but it suffers from: the threshold problem, initialization, and sensitivity to noise. Genetic algorithms are particular methods for optimizing functions they have a great ability to find the global optimum of a problem. In this paper, we used genetic algorithms to get over the threshold problem. We have proposed a segmentation method based on region growing and genetic algorithms.

IJETTCS-2012-08-24-100.pdf

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