Description: This paper mainly introduces the basic theory of genetic algorithm, genetic algorithm (ga) in the main application of image enhancement, the original image is more clear, characteristic becomes more obvious.
Today about the image enhancement algorithm are many, and most of these algorithms is based on the degradation function or the knowledge of the point spread function of image processing. When the image appears fuzzy or noise influence, designed the image clarity of effect must not ideal, therefore it is necessary to enhance the image. Then, genetic algorithm is available to the mature and stable evolution of the global optimization algorithm, for image enhancement, due to less genetic algorithm control parameters, since the high fitness, will choose the method of image degradation, respectively, to manipulate the different motivation. It can enhance the image contrast, and overcome the traditional histogram equalization processing grayscale loss caused by the faults.
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Genetic algorithms in the application of image enhancement
..........................................................\GA算法实现程序
..........................................................\..............\evaluate_image_opt.m
..........................................................\..............\f.m
..........................................................\..............\ga_image_opt.m
..........................................................\..............\image.bmp
..........................................................\..............\image_optimization.m
..........................................................\..............\imevaluate.m
..........................................................\..............\init_ga.m
..........................................................\..............\mutate.m
..........................................................\..............\myint.m
..........................................................\..............\sunlightopenpic.m
..........................................................\..............\upgate.m
..........................................................\gx.png
..........................................................\image.jpg
..........................................................\拉普拉斯.m
..........................................................\直方图均衡化.m
..........................................................\遗传算法在图像增强中的应用.dotx
..........................................................\遗传算法在图像增强中的应用.pdf
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