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基于Ridgelet变换的多尺度去噪算法研究 被引量:2

A multi-scale method for image denoising based on Ridgelet transform
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摘要 给出了Ridgelet变换的理论,并提出了一种基于尺度因子与Ridgelet变换的图像去噪算法,将Ridgelet应用于图像去噪并与小波去噪进行比较。实验结果表明,该算法对高斯白噪声污染的图像去噪具有较好的效果,不仅可以提高处理图像的信噪比,而且图像的视觉效果有明显改善。 This paper first introduces the theory of Ridgelet transform,and then proposes a method for image denoising on scale factor and Ridgelet transform. In order to indicate its advantages, it uses Ridgelet to remove noises in images,and compares the results with that of Wavelet. Experiments show that the performance of the proposed method is obviously superior to other methods both in vision and in SNR.
出处 《微型机与应用》 2012年第2期25-27,31,共4页 Microcomputer & Its Applications
基金 国家自然科学基金项目(61063021)
关键词 RIDGELET变换 小波变换 图像去噪 尺度因子 Ridgelet transform wavelet transform image denoising scale factor
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参考文献9

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