一种基于有性繁殖的免疫克隆选择算法用于图像复原  

ICSA Based on Sexual Propogation for Image Restoration

作　　者：龚淑蕾[1] 张煜东[1] 吴含前[1] 

机构地区：[1]东南大学信息科学与工程学院,南京210016

出　　处：《科学技术与工程》2009年第13期3833-3835,共3页Science Technology and Engineering

基　　金：国家自然科学基金(60873236)资助

摘　　要：传统的图像复原本质是一个最小化问题,对能量函数做出改进。另外为求得其最优解,将免疫克隆选择算法(ICSA)与有性繁殖(SP)相结合,提出一个基于有性繁殖的免疫克隆选择算法(SPICSA)。分析与实验表明,该算法能够获得全局最优点,复原的图像优于仅采用ICSA复原结果。Tradition image restoratin can be regarded as a optimization problem,which is improved. In addition, immunal clonal selection algorithm and sexual propogation were combined, which leads to a novel algorithm--SPICSA,which was adopted to acquire the optima solution. Analysis and experiments show that this proposed algorithm can get the global optima and the restoration image via SPICSA is superior to that via ICSA.

关 键 词：图像复原 免疫克隆选择算法(ICSA) 有性繁殖 

分 类 号：TN911.73[电子电信—通信与信息系统]