基于马尔科夫随机场和遗传算法的图像恢复

Image Restoration Based on Markov Random Fields and Genetic Algorithms

提出了一种基于马尔科夫随机场和遗传算法的图像恢复的方法 .线过程作为约束条件 ,二维遗传算法作为最优化工具 .实验中对退化的二值图像进行恢复 ,结果显示此方法是有效的 .

This paper presents an image restoration method based on Markov random fields. The line process is added as a restrictive term, and the two dimensional genetic algorithm is presented as optimal tool. The blurred binary images are restored in the experiments. The experiment results show that the method presented is valid.