| 一种改进的二进小波变换图像去噪方法 |
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| 引用本文： | 韩丽萍,张文梅,尹王保.一种改进的二进小波变换图像去噪方法[J].计算机应用与软件,2006,23(4):23-24. |
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| 作者姓名： | 韩丽萍 张文梅 尹王保 |
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| 作者单位： | 山西大学物理电子工程学院,山西,太原,030006 |
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| 摘 要： | 本文在分析图像噪声消除与细节保持相矛盾的基础上，提出了一种改进的二进小波变换图像去噪方法。首先用自适应滤波多尺度边缘检测方法检测出图像的边缘；然后用二进小波变换去噪方法进行全局闯值去噪；最后将边缘图像嵌入到二进小波去噪后图像。实验结果表明，该方法不仅能够滤除图像的噪声，而且能够保持图像的边缘信息。
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| 关 键 词： | 边缘检测 二进小波变换 图像去噪 |
| 收稿时间： | 07 21 2005 12:00AM |
| 修稿时间： | 2005-07-21 |
AN IMPROVED DYADIC WAVELET TRANSFORM IMAGE DE-NOISING |
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| Han Liping,Zhang Wenmei,Yin Wangbao.AN IMPROVED DYADIC WAVELET TRANSFORM IMAGE DE-NOISING[J].Computer Applications and Software,2006,23(4):23-24. |
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| Authors: | Han Liping Zhang Wenmei Yin Wangbao |
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| Affiliation: | College of Physical Electronics Engineering ,Shanxi University, Taiyuan Shanxi 030006, China |
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| Abstract: | An improved dyadic wavelet transform image de-noising method is proposed in this paper. At first, the edge of an image is detected with the method of adaptive filter sales for edge detection. Then, a global threshold is used in dyadic wavelet transform de-noising. Finally, the edge image is embedded into the de-noising image. The experimental results show that the algorithm can not only cancel image noise, but also can keep the edge information of image. |
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| Keywords: | Edge detection Dyadic wavelet transform Image de-noising |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
