Image restoration based on particle filters

被引：0
|
作者：
Xia, LM [1 ]
机构：
[1] Cent S Univ, Informat Engn Coll, Changsha 410075, Peoples R China
来源：
2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3 | 2004年
关键词：
image restoration; particle filtering; particle filter; Genetics Algorithm; GPF;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a new method for image restoration is proposed based on particle filters, which provides a simple mid flexible algorithm to compute complex posterior distributions for Bayesian image restoration. We incorporate Genetics Algorithm into particle filtering to introduce diversity on the "population" of particles so that improve the robustness, accuracy, and flexibility of the particle filtering. Several experiments are shown to demonstrate the effectiveness of our method in restoring synthetic and real images.
引用
收藏
页码：1084 / 1087
页数：4
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