BM3D-master
所属分类：图形图像处理
开发工具：matlab
文件大小：205KB
下载次数：2
上传日期：2020-04-29 16:04:20
上 传 者：
xtxt123
说明： BM3D算法对图像进行降噪处理，使得图像的噪点降低，图片更加好看。
(BM3D algorithm for image denoising)
文件列表:
dct3.m (303, 2018-04-23)
first_step.m (2222, 2018-04-23)
lena.jpg (165581, 2018-04-23)
main.m (1714, 2018-04-23)
results (0, 2018-04-23)
results\input_image.jpg (7265, 2018-04-23)
results\noisy_image.jpg (18127, 2018-04-23)
results\res_phase1.jpg (8161, 2018-04-23)
results\res_phase2.jpg (8095, 2018-04-23)
second_step.m (2807, 2018-04-23)
# BM3D
Matlab implementation of BM3D Algorithm.
I implemented it just for a simple homework, so it is not complete and could have few errors.
For more information, you can see the following papers:
* [Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4271520)
* [An Analysis and Implementation of the BM3D Image Denoising Method](http://www.ipol.im/pub/art/2012/l-bm3d/article.pdf)
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