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High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors

This paper presents a method for detecting high-speed incoming targets by the fusion of spatial and temporal detectors to achieve a high detection rate for an active protection system (APS). The incoming targets have different image velocities according to the target-camera geometry. Therefore, sing...

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Autor principal: Kim, Sungho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431292/
https://www.ncbi.nlm.nih.gov/pubmed/25815448
http://dx.doi.org/10.3390/s150407267
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author Kim, Sungho
author_facet Kim, Sungho
author_sort Kim, Sungho
collection PubMed
description This paper presents a method for detecting high-speed incoming targets by the fusion of spatial and temporal detectors to achieve a high detection rate for an active protection system (APS). The incoming targets have different image velocities according to the target-camera geometry. Therefore, single-target detector-based approaches, such as a 1D temporal filter, 2D spatial filter and 3D matched filter, cannot provide a high detection rate with moderate false alarms. The target speed variation was analyzed according to the incoming angle and target velocity. The speed of the distant target at the firing time is almost stationary and increases slowly. The speed varying targets are detected stably by fusing the spatial and temporal filters. The stationary target detector is activated by an almost zero temporal contrast filter (TCF) and identifies targets using a spatial filter called the modified mean subtraction filter (M-MSF). A small motion (sub-pixel velocity) target detector is activated by a small TCF value and finds targets using the same spatial filter. A large motion (pixel-velocity) target detector works when the TCF value is high. The final target detection is terminated by fusing the three detectors based on the threat priority. The experimental results of the various target sequences show that the proposed fusion-based target detector produces the highest detection rate with an acceptable false alarm rate.
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spelling pubmed-44312922015-05-19 High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors Kim, Sungho Sensors (Basel) Article This paper presents a method for detecting high-speed incoming targets by the fusion of spatial and temporal detectors to achieve a high detection rate for an active protection system (APS). The incoming targets have different image velocities according to the target-camera geometry. Therefore, single-target detector-based approaches, such as a 1D temporal filter, 2D spatial filter and 3D matched filter, cannot provide a high detection rate with moderate false alarms. The target speed variation was analyzed according to the incoming angle and target velocity. The speed of the distant target at the firing time is almost stationary and increases slowly. The speed varying targets are detected stably by fusing the spatial and temporal filters. The stationary target detector is activated by an almost zero temporal contrast filter (TCF) and identifies targets using a spatial filter called the modified mean subtraction filter (M-MSF). A small motion (sub-pixel velocity) target detector is activated by a small TCF value and finds targets using the same spatial filter. A large motion (pixel-velocity) target detector works when the TCF value is high. The final target detection is terminated by fusing the three detectors based on the threat priority. The experimental results of the various target sequences show that the proposed fusion-based target detector produces the highest detection rate with an acceptable false alarm rate. MDPI 2015-03-25 /pmc/articles/PMC4431292/ /pubmed/25815448 http://dx.doi.org/10.3390/s150407267 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Sungho
High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors
title High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors
title_full High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors
title_fullStr High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors
title_full_unstemmed High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors
title_short High-Speed Incoming Infrared Target Detection by Fusion of Spatial and Temporal Detectors
title_sort high-speed incoming infrared target detection by fusion of spatial and temporal detectors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431292/
https://www.ncbi.nlm.nih.gov/pubmed/25815448
http://dx.doi.org/10.3390/s150407267
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