Real Color Image Denoising Using t-Product- Based Weighted Tensor Nuclear Norm Minimization

Real Color Image Denoising Using t-Product- Based Weighted Tensor Nuclear Norm Minimization

Color images can be seen as third-order tensors with column, row and color modes. Considering two inherent characteristics of a color image including the non-local self-similarity (NSS) and the cross-channel correlation, we extract non-local similar patch groups from a color image and treat these gr...

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Bibliographic Details
Main Authors: Min Liu, Xinggan Zhang, Lan Tang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Color image denoisinig
non-local self-similarity
cross-channel correlation
tensor tubal rank
t-SVD
tensor nuclear norm
Online Access:https://ieeexplore.ieee.org/document/8933452/

Internet

https://ieeexplore.ieee.org/document/8933452/

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