Image and Texture Independent Deep Learning Noise Estimation Using Multiple Frames

In this study, a novel multiple frame based image and texture independent Convolutional Neural Network (CNN) noise estimator is introduced. Noise estimation is a crucial step for denoising algorithms, especially for ones that are called “non-blind”. The estimator works for additive Gaussian noise fo...

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Bibliographic Details
Main Authors: Hikmet Kirmizitas, Nurettin Besli
Format: Article
Language:English
Published: Kaunas University of Technology 2022-12-01
Series:Elektronika ir Elektrotechnika
Subjects:
Online Access:https://eejournal.ktu.lt/index.php/elt/article/view/30586