Learning Parametric Sparse Models for Heavy Noisy Removal From Images

Despite rapid advances in the field of image denoising, heavy noise removal has remained an under-explored area. When the strength of noise becomes comparable to or even more dominating than that of signal, restoration of important structures from such heavily-contaminated images becomes more challe...

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Bibliographic Details
Main Authors: Xuemei Xie, Yongbo Li, Weisheng Dong, Guangming Shi, Xin Li, Zhonglong Zheng
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8308723/