kaizen123/image_segment_abc

image segmentation based on Artificial Bee Colony algorithm and Hybrid ABC + GA

IMAGE_SEGMENT_ABC

image segmentation based on Artificial Bee Colony algorithm and Hybrid ABC + GA

run sar.m file (gui file is sar.fig)

the parameter can be set as

No. of Bees - 10 to 100 Dim - 2 iterations - 10 t0 1000 probabilty - crossover probabiltiy can be between [0, 1] recommended 0.8 run - 1 or > 1

the work is an impplementation of the following reserach paper with one proposed model which is the hybridization of ABC and genetic algorithm crossover operator

Ma, Miao, et al. "SAR image segmentation based on Artificial Bee Colony algorithm." Applied Soft Computing 11.8 (2011): 5205-5214.