Image restoration by combining local genetic algorithm with adaptive pre-conditioning
文献类型：期刊论文
| 作者 | Jiang, TZ ; Evans, DJ
|
| 刊名 | INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
 |
| 出版日期 | 2001 |
| 卷号 | 76期号:3页码:279-295 |
| 关键词 | image restoration adaptive pre-conditioning genetic algorithm Wiener and median filter |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 类目[WOS] | Mathematics, Applied |
| 研究领域[WOS] | Mathematics |
| 关键词[WOS] | CONSTRAINED RESTORATION ; DISCONTINUITIES ; RECOVERY ; SEGMENTATION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000166178500001 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9840]  |
| 专题 | 自动化研究所_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. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。