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- W2065885792 abstract "While The nonlocal(NL)-means filter introduced by Buades et al. have speedily entered the hall of fame of denoising methods, its computational complexity is quite a burden, we propose a newly automatical and efficient preselection-based NL-means filter, using the 2DPCA technique. Mainly, our contributions to the NL-means filter are: 1) a preselection of the most relevant pixels using the 2DPCA technique; 2) adaptive determination of the similar sets. The new approach has been tested on a commonly-used image database and a real noisy image. The results demonstrate that our method significantly improves the denoising effect and the restored have higher peak signal-to-noise ratio." @default.
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- W2065885792 date "2010-10-01" @default.
- W2065885792 modified "2023-09-26" @default.
- W2065885792 title "2DPCA based nonlocal means filter" @default.
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- W2065885792 doi "https://doi.org/10.1109/icosp.2010.5655849" @default.
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