BlockShrink denoising

版本 1.0.0.0 (863.5 KB) 作者: Dengwen Zhou
BlockShrink code package
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更新时间 2009/6/12

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This package contains the Matlab codes for denoisinig greyscale images using
BlockShrink[1] implemented with a decimated wavelet transform. We perform
the wavelet transform using Wavelab 850 toolbox which can be free downloaded
from http://www-stat.stanford.edu/~wavelab/.
This software is non-optimized Matlab codes and provided for non-commercial
and research purposes only. If you find any bugs or have any suggestions,
please contact with me.

References:
[1] Zhou Dengwen and Shen Xiaoliu, "Image denoising using block
thresholding," in Proc. 2008 congress on image and signal
processing,Sanya, Hainan, China,May 2008, pp. 335–338.

Designed by: Zhou Dengwen
zdw@ncepu.edu.cn
Department of Computer Science & Technology
North China Electric Power University(Beijing)(NCEPU)

Filies:
DenoiseFun.m: denoising main function using BlockShrink
SubbandThresholding.m: thresholding the noisy subband
according to BlockShrink rule
Parameters.m: Select the optimal block size and corresponding threshold
Parameters.mexw32: This file is significantly faster than Parameters.m
Calc_MSE_PSNR: computing MSE and PSNR
test: denoising demonstration

Copyright (c) 2008 Zhou Dengwen. All Rights Reserved.

Zhou Dengwen
Jun. 11, 2009

引用格式

Dengwen Zhou (2025). BlockShrink denoising (https://www.mathworks.com/matlabcentral/fileexchange/24430-blockshrink-denoising), MATLAB Central File Exchange. 检索时间: .

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1.0.0.0