A comparison between PCA and some enhancement filters for denoising astronomical images

A comparison between PCA and some enhancement filters for denoising astronomical images

This paper includes a comparison between denoising techniques by using statistical approach, principal component analysis with local pixel grouping (PCA-LPG), this procedure is iterated second time to further improve the denoising performance, and other enhancement filters were used. Like adaptive...

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Bibliographic Details
Main Author: Raaid N. Hassan
Format: Article
Language:English
Published: University of Baghdad 2019-02-01
Series:Iraqi Journal of Physics
Subjects:
principal component analysis, local pixel grouping, Wiener filter, Median filter, Gaussian filter, Order-statistic filter, Structural Similarity.
Online Access:https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/356

Internet

https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/356

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