| 一种基于小波-Contourlet变换的图像去噪算法 |
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| 引用本文： | 于梅,殷兵,何国栋,梁栋.一种基于小波-Contourlet变换的图像去噪算法[J].微电子学与计算机,2008,25(12). |
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| 作者姓名： | 于梅 殷兵 何国栋 梁栋 |
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| 作者单位： | [1]安徽大学计算智能与信号处理教育部重点实验室,安徽合肥230039 [2]绍兴文理学院数理信息学院,浙江绍兴312000 |
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| 基金项目： | 国家自然科学基金，安徽省自然科学基金，安徽省自然科学基金，安徽大学校科研和教改项目 |
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| 摘 要： | 提出了一种基于小波-Contourlet变换的图像去噪算法.实验证明,该算法相对于小波变换和Contourlet变换能更稀疏的表达图像,并利用此优越性进行图像去噪,可以达到更好的效果和更高的PSNR值.
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| 关 键 词： | 小波-Contourlet变换 小波变换 Contourlet变换 图像去噪 |
An Algorithm for Image Denoising Based on Wavelet-Based Contourlet Transform |
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| YU Mei,YIN Bing,HE Guo-dong,LIANG Dong.An Algorithm for Image Denoising Based on Wavelet-Based Contourlet Transform[J].Microelectronics & Computer,2008,25(12). |
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| Authors: | YU Mei YIN Bing HE Guo-dong LIANG Dong |
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| Affiliation: | YU Mei1,2,YIN Bing1,HE Guo-dong1,LIANG Dong1 |
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| Abstract: | An algorithm for image denoising based on wavelet-based contourlet transform is proposed. The non-linear approximation experiments prove that wavelet-based contourlet transform can express images more sparsely than wavelet transform and contourlet transform. It could ameliorate the ability of image denoising by using this superiority of wavelet-based contourlet transform, and this algorithm can get better effect and higher PSNR value. |
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| Keywords: | wavelet-based contourlet transform wavelet transform contourlet transform image denoising |
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