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Hybrid image denoising method based on non-subsampled contourlet transform and bandelet transform TEXT SIZE: A A A

The second generation bandelet transform uses the two-dimensional (2D) separable wavelet transform to improve its image denoising and compression performance. However, the 2D separable wavelet transform is not a shift-invariant transform and therefore cannot capture geometric information well. The authors propose a hybrid image denoising method in which the 2D separable wavelet transform in the second generation bandelet transform is replaced with the non-subsampled contourlet transform. The results of the application of the proposed method to several greyscale and colour benchmark images contaminated with various levels of Gaussian white noise and Poisson noise indicate that the proposed method has good peak signal-to-noise ratio and visual quality performance.

Publication name

 IET IMAGE PROCESSING, 12 (5):778-784; 10.1049/iet-ipr.2017.0647 MAY 2018

Author(s)

 Wang, Xiaokai; Chen, Wenchao; Gao, Jinghuai; Wang, Chao

Corresponding author(s) 

 CHEN Wenchao 
 wencchen@xjtu.edu.cn  
 Xi An Jiao Tong Univ, Dept Commun & Informat Engn, 28 Xianning West Rd, Xian, Shaanxi, Peoples R China. 

Author(s) from IGCAS   WANG Chao

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