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Abstract:
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.
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Source :
IET IMAGE PROCESSING
ISSN: 1751-9659
Year: 2018
Issue: 5
Volume: 12
Page: 778-784
2 . 0 0 4
JCR@2018
1 . 9 9 5
JCR@2019
ESI Discipline: ENGINEERING;
ESI HC Threshold:108
JCR Journal Grade:4
CAS Journal Grade:4
Cited Count:
WoS CC Cited Count: 18
SCOPUS Cited Count: 25
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 6
Affiliated Colleges: