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  • 标题:Efficient NNCF Image Denoising with Patch Decomposition
  • 本地全文:下载
  • 作者:Vishnu CC ; Gopika Gopinath V
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2017
  • 卷号:5
  • 期号:4
  • 页码:7418
  • DOI:10.15680/IJIRCCE.2017.05040165
  • 出版社:S&S Publications
  • 摘要:Image denoising is one of the challenging procedure in modern technology. In this paper waveletdenoising is applied in the decomposition section of the patching matching technique. Here, the noised image is dividedinto different patches and using nearest neighbour –based collaborative filtering(NNCF) the patch matching is done.For patch matching method the reference patches are taken from the noisy image itself, these type of matching isknown by INT-CF, do to reference patches is taken from noisy image itself. After the patch matching section, imagedecomposition is done, here we use Targeted Image Denoising (TID) along with wavelet denoising for bothdecomposition and reconstruction of the image.by comparing with otherimage denoising methods our method givesbetter performance and better denoised image.
  • 关键词:Patch matching NNCF; INT-CF; TID; wavelet
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