Double-Norm Constrained Image Denoising Algorithm Based on Dictionary Learning Sparsity and FCM Structure Clustering

Double-Norm Constrained Image Denoising Algorithm Based on Dictionary Learning Sparsity and FCM Structure Clustering

To solve the problem of image smoothness and fuzzy edge texture information after image denoising, proposed a new image denoising method based on dictionary learning. Firstly, the external cycling principal component analysis reduces the dimensions of image data while retaining the main data and con...

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Bibliographic Details
Main Authors: Changpeng Ji, Lina He, Wei Dai
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Dictionary learning
FCM clustering
image denoising
structural clustering
sparse representation
Online Access:https://ieeexplore.ieee.org/document/9969614/

Internet

https://ieeexplore.ieee.org/document/9969614/

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