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Object detection in dehazed Optical and Infrared Images

Ramirez Agudelo, Oscar Hernan and Carrillo Perez, Borja Jesus and Estevam Schmiedt, Jacob and Mischung, Matthias and Peters, Enno (2022) Object detection in dehazed Optical and Infrared Images. Helmholtz Imaging Conference 2022, 2022-05-31 - 2022-06-01, Berlin, Deutschland.

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Abstract

Images captured in the presence of smoke and fog will often suffer from bad visibility. In such scenario, the limited perception poses a massive problem for monitoring infrastructures. In the event of a disaster, or even an attack, smoke and fog might hinder emergency services such as fire-services. The Institutes for the Protection of Terrestrial and Maritime Infrastructures, subscribed to the German Aerospace Center (DLR), are dedicated to develop concepts and technologies to help to improve the safety and security of critical maritime and terrestrial infrastructures. In this poster, first the concept of efficient image dehazing will be exploited. Second, it will be shown how state-of-the-art algorithms in object detection improve their performance by using dehazed images when smoke and fog are present. Finally, this two-stage approach has been applied to optical and infrared images, showing the robustness and possible application of dehazing in this field.

Item URL in elib:https://elib.dlr.de/187941/
Document Type:Conference or Workshop Item (Poster)
Title:Object detection in dehazed Optical and Infrared Images
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Ramirez Agudelo, Oscar HernanUNSPECIFIEDhttps://orcid.org/0000-0002-9379-5409UNSPECIFIED
Carrillo Perez, Borja JesusUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Estevam Schmiedt, JacobUNSPECIFIEDhttps://orcid.org/0000-0002-0794-6769UNSPECIFIED
Mischung, MatthiasUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Peters, EnnoUNSPECIFIEDhttps://orcid.org/0000-0002-8380-3137UNSPECIFIED
Date:June 2022
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:image processing, dehazing, object detection
Event Title:Helmholtz Imaging Conference 2022
Event Location:Berlin, Deutschland
Event Type:Workshop
Event Start Date:31 May 2022
Event End Date:1 June 2022
Organizer:Helmholtz Imaging
HGF - Research field:other
HGF - Program:other
HGF - Program Themes:other
DLR - Research area:no assignment
DLR - Program:no assignment
DLR - Research theme (Project):no assignment
Location: Rhein-Sieg-Kreis
Institutes and Institutions:Institute for the Protection of Terrestrial Infrastructures > Detection Systems
Institute for the Protection of Maritime Infrastructures > Maritime Security Technologies
Institute for the Protection of Terrestrial Infrastructures
Deposited By: Ramirez Agudelo, Oscar Hernan
Deposited On:12 Sep 2022 09:49
Last Modified:24 Apr 2024 20:49

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