Extending Camera’s Capabilities in Low Light Conditions Based on LIP Enhancement Coupled with CNN Denoising

Using a sensor in variable lighting conditions, especially very low-light conditions, requires the application of image enhancement followed by denoising to retrieve correct information. The limits of such a process are explored in the present paper, with the objective of preserving the quality of e...

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Bibliographic Details

Published in:	Sensors (Basel, Switzerland) Vol. 21; no. 23; p. 7906
Main Authors:	Carré, Maxime, Jourlin, Michel
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 27.11.2021 MDPI
Subjects:	CNN Deep learning denoising image enhancement image quality Light Logarithmic Image Processing low-light Noise Simulation Standard deviation
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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