Description: The Block-Matching and 3D Filtering (BM3D) algorithm is a computationally scalable algorithm based on this novel denoising strategy. It achieves state-of-the-art denoising performance in terms of both peak signal-to-noise ratio and subjective visual quality. Platform: |
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Author:mythu |
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Description: BM3D去噪算法的实现和相关文档，很好的去噪算法-Image and video denoising by sparse 3D transform-domain collaborative filtering
Block-matching and 3D filtering (BM3D) algorithm
Platform: |
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Author:瓶子 |
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Description: block-matching 3D filtering (BM3D) [2], and low-rank
regularization [3], single-image based denoising performance
has greatly improved, with image details well recovered when
the image is slightly noisy. However, with the increase of
noise levels, the denoising performance is dropping seriously.
The reason is that although patch based denoising methods
try different methods to improve denoising performance, they
share the same strategy: grouping similar patches together
and then recovering their common structures. When the noise
level is high, the patch matching accuracy will suffer from
significant loss and this will result in smooth denoising result.
Besides single-image based denoising methods, Platform: |
Size: 325632 |
Author:Maddy |
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Search - BM3D Block Matching 3D