A Survey of Deep Learning-Based Image Restoration Methods for Enhancing Situational Awareness at Disaster Sites: The Cases of Rain, Snow and Haze

A Survey of Deep Learning-Based Image Restoration Methods for Enhancing Situational Awareness at Disaster Sites: The Cases of Rain, Snow and Haze

This survey article is concerned with the emergence of vision augmentation AI tools for enhancing the situational awareness of first responders (FRs) in rescue operations. More specifically, the article surveys three families of image restoration methods serving the purpose of vision augmentation un...

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Bibliographic Details
Main Authors: Sotiris Karavarsamis, Ioanna Gkika, Vasileios Gkitsas, Konstantinos Konstantoudakis, Dimitrios Zarpalas
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
deraining
dehazing
desnowing
deep learning
deep neural networks
Online Access:https://www.mdpi.com/1424-8220/22/13/4707

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