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Multi-Frame Star Image Denoising Algorithm Based on Deep Reinforcement Learning and Mixed Poisson–Gaussian Likelihood

Mixed Poisson–Gaussian noise exists in the star images and is difficult to be effectively suppressed via maximum likelihood estimation (MLE) method due to its complicated likelihood function. In this article, the MLE method is incorporated with a state-of-the-art machine learning algorithm in order...

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Detalles Bibliográficos
Autores principales: Xie, Ming, Zhang, Zhenduo, Zheng, Wenbo, Li, Ying, Cao, Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660085/
https://www.ncbi.nlm.nih.gov/pubmed/33105768
http://dx.doi.org/10.3390/s20215983