/BM3D_MATLAB

Primary LanguageMATLAB

BM3D_MATLAB

Realization of BM3D with MATLAB

HaoHou
  • Email: houhao-98@foxmail.com
  • The code is built on Matlab 2020a for Windows 10 and macOS Catalina 10.15.4.

Note: In order to learn BM3D better, I use matlab to realize the first stage of BM3D method. The results show that the code is fast and the result is very correct.

Note：If you find this code useful, please refer to these article：

Y. Hou, C. Zhao, D. Yang and Y. Cheng, "Comments on "Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering," in IEEE Transactions on Image Processing, vol. 20, no. 1, pp. 268-270, Jan. 2011, doi: 10.1109/TIP.2010.2052281. K. Dabov, A. Foi, V. Katkovnik and K. Egiazarian, "Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering," in IEEE Transactions on Image Processing, vol. 16, no. 8, pp. 2080-2095, Aug. 2007, doi: 10.1109/TIP.2007.901238.