Knowledge Commons of Institute of Automation,CAS
Image denoising exploiting inter- and intra-scale dependency in complex wavelet domain | |
Yan, Fengxia1,2; Cheng, Lizhi1 | |
发表期刊 | CHINESE OPTICS LETTERS |
2007-03-10 | |
卷号 | 5期号:3页码:156-159 |
文章类型 | Article |
摘要 | A new locally adaptive image denoising method, which exploits the intra-scale and inter-scale dependency in the dual-tree complex wavelet domain, is presented. Firstly, a recently emerged bivariate shrinkage rule is extended to a complex coefficient and its neighborhood, the corresponding nonlinear threshold functions are derived from the models using Bayesian estimation theory. Secondly, an adaptive weight, which is able to capture the inter-scale dependency of the complex wavelet coefficients, is combined to the obtained bishrink threshold. The experimental results demonstrate an improved denoising performance over related earlier techniques both in peak signal-to-noise ratio (PSNR) and visual effect. |
WOS标题词 | Science & Technology ; Physical Sciences |
关键词[WOS] | SHRINKAGE |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Optics |
WOS类目 | Optics |
WOS记录号 | WOS:000255023400010 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9471 |
专题 | 09年以前成果 |
作者单位 | 1.Natl Univ Def Technol, Sch Sci, Changsha 410073, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Yan, Fengxia,Cheng, Lizhi. Image denoising exploiting inter- and intra-scale dependency in complex wavelet domain[J]. CHINESE OPTICS LETTERS,2007,5(3):156-159. |
APA | Yan, Fengxia,&Cheng, Lizhi.(2007).Image denoising exploiting inter- and intra-scale dependency in complex wavelet domain.CHINESE OPTICS LETTERS,5(3),156-159. |
MLA | Yan, Fengxia,et al."Image denoising exploiting inter- and intra-scale dependency in complex wavelet domain".CHINESE OPTICS LETTERS 5.3(2007):156-159. |
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