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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.
Date : 2025-07-01 Size : 2.77mb User : mythu

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
Date : 2025-07-01 Size : 2.77mb User : 瓶子

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,
Date : 2025-07-01 Size : 318kb User : Maddy
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