Image restoration by combining local genetic algorithm with adaptive pre-conditioning

CASIA OpenIR > 09年以前成果

	Image restoration by combining local genetic algorithm with adaptive pre-conditioning
	Jiang, TZ; Evans, DJ
发表期刊	INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
	2001
卷号	76 期号:3 页码:279-295
文章类型	Article
摘要	Image restoration is an essential preprocessing step for many image analysis applications. For this issue, the most common problem is that some interesting structures in the image will be removed from the concerned image during noise suppression. Such interesting structures in an image often correspond to the discontinuities in the image. In this paper, we propose a novel efficient method for image restoration. The central idea in this method is to combine the hybrid genetic algorithm with adaptive pre-conditioning. The remarkable advantage of our approach over the existing works in this field is that restoring corrupted images and preserving the shape transitions in the restored results have been orchestrated very well. Experiments illustrate that our method is much more effective and powerful in the noise reduction than the Wiener and median filtering techniques, two typical and widely used techniques.
关键词	Image Restoration Adaptive Pre-conditioning Genetic Algorithm Wiener And Median Filter
WOS标题词	Science & Technology ; Physical Sciences
关键词[WOS]	CONSTRAINED RESTORATION ; DISCONTINUITIES ; RECOVERY ; SEGMENTATION
收录类别	SCI
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied
WOS记录号	WOS:000166178500001
引用统计	被引频次：4[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9840
专题	09年以前成果
作者单位	1.Max Planck Inst Cognit Neurosci, D-04103 Leipzig, Germany 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China 3.Nottingham Trent Univ, Dept Comp, Nottingham NG1 4BU, England
推荐引用方式 GB/T 7714	Jiang, TZ,Evans, DJ. Image restoration by combining local genetic algorithm with adaptive pre-conditioning[J]. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS,2001,76(3):279-295.
APA	Jiang, TZ,&Evans, DJ.(2001).Image restoration by combining local genetic algorithm with adaptive pre-conditioning.INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS,76(3),279-295.
MLA	Jiang, TZ,et al."Image restoration by combining local genetic algorithm with adaptive pre-conditioning".INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS 76.3(2001):279-295.