Image Denoising Using Hybrid Singular Value Thresholding Operators

Truncated singular value decomposition (TSVD) is a simple and efficient technique for patch-based image denoising, in which a hard thresholding operator is utilized to set some small singular values to zero. Before performing the hard thresholding, the noise variance should be accurately estimated i...

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Bibliographic Details
Main Authors: Fan Zhang, Hui Fan, Peiqiang Liu, Jinjiang Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8951161/