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OALib Journal期刊
ISSN: 2333-9721
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Method of wavelet domain denoising based on directional rectangle window
基于矩形方向窗的小波域去噪方法

Keywords: image denoising,Wavelet Transform(WT),Dual-Tree Complex Wavelet Transform(DTCWT),directional rectangle window
图像去噪
,小波变换,双树复小波变换,矩形方向窗

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Abstract:

According to the features of the wavelet transform, a new method of choosing the local neighborhood was proposed. For the three subbands of the same scale, we chose rectangle windows of different directions, and the size of the rectangle windows for different scales is also different. For the multidirectional images, Dual-Tree Complex Wavelet Transform(DTCWT) was employed instead of the traditional Discrete Wavelet Transform(DWT). The experimental results indicate that the method of choosing directional rectangle windows is simple and effective, and high PSNR and good visual quality can be obtained from this method.

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