Introducing a New Hybrid Adaptive Local Optimal Low Rank Approximation Method for Denoising Images

This paper aimed to formulate image noise reduction as an optimization problem and denoise the target image using matrix low rank approximation. Considering the fact that the smaller pieces of an image are more similar (more dependent) in natural images; therefore, it is more logical to use low rank...

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Bibliographic Details
Main Authors: sadegh kalantari, mehdi ramezani, ali madadi
Format: Artigo
Language:Inglês
Published: University of Sistan and Baluchestan 2020-05-01
Series:International Journal of Industrial Electronics, Control and Optimization
Subjects:
optimal low rank approximation
svd
signal denoising
image denoising
signal processing
Online Access:https://ieco.usb.ac.ir/article_5096_e40f7ee5b5566dc4e35a9ac1ec541f4a.pdf
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