Poisson Denoising for Astronomical Images

A denoising scheme for astronomical color images/videos corrupted with Poisson noise is proposed. The scheme employs the concept of Exponential Principal Component Analysis and sparsity of image patches. The color space RGB is converted to YCbCr and K-means++ clustering is applied on luminance compo...

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Bibliographic Details
Main Authors: Fahad Shamshad, M. Mohsin Riaz, Abdul Ghafoor
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Advances in Astronomy
Online Access:http://dx.doi.org/10.1155/2018/2417939