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OALib Journal期刊
ISSN: 2333-9721
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Image Reconstruction Method Using Smoothed-to and Dual-tree Wavelet Transform
基于单层双树小波变换和平滑零范数法的压缩感知图像重构

Keywords: Compressed sensing,Dual-tree wavelet transform,Image reconstruction,Smoothed-to algorithm
压缩感知,双树小波变换,图像重构,平滑零范数

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Abstract:

This paper presented a new algorithm for image reconstruction based on smoothed-to and dual-tree wavclet transform to save execution time and increase the quality of reconstruction. The dual-tree wavelet transform was used for image sparse and the Smoothed-Lo algorithm was selected for reconstructing the image. The experiment results show that DTSL0 improves the execution speed and the the quality and robustnesss of the reconstructed image.

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