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Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor

Due to the complexity of background and diversity of small targets, robust detection of infrared small targets for the trajectory correction fuze has become a challenge. To solve this problem, different from the traditional method, a state-of-the-art detection method based on density-distance space...

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Detalles Bibliográficos
Autores principales: Zhang, Cong, Li, Dongguang, Qi, Jiashuo, Liu, Jingtao, Wang, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272030/
https://www.ncbi.nlm.nih.gov/pubmed/34282797
http://dx.doi.org/10.3390/s21134522
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author Zhang, Cong
Li, Dongguang
Qi, Jiashuo
Liu, Jingtao
Wang, Yu
author_facet Zhang, Cong
Li, Dongguang
Qi, Jiashuo
Liu, Jingtao
Wang, Yu
author_sort Zhang, Cong
collection PubMed
description Due to the complexity of background and diversity of small targets, robust detection of infrared small targets for the trajectory correction fuze has become a challenge. To solve this problem, different from the traditional method, a state-of-the-art detection method based on density-distance space is proposed to apply to the trajectory correction fuze. First, parameters of the infrared image sensor on the fuze are calculated to set the boundary limitations for the target detection method. Second, the density-distance space method is proposed to detect the candidate targets. Finally, the adaptive pixel growth (APG) algorithm is used to suppress the clutter so as to detect the real targets. Three experiments, including equivalent detection, simulation and hardware-in-loop, were implemented to verify the effectiveness of this method. Results illustrated that the infrared image sensor on the fuze has a stable field of view under rotation of the projectile, and could clearly observe the infrared small target. The proposed method has superior anti-noise, different size target detection, multi-target detection and various clutter suppression capability. Compared with six novel algorithms, our algorithm shows a perfect detection performance and acceptable time consumption.
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spelling pubmed-82720302021-07-11 Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor Zhang, Cong Li, Dongguang Qi, Jiashuo Liu, Jingtao Wang, Yu Sensors (Basel) Article Due to the complexity of background and diversity of small targets, robust detection of infrared small targets for the trajectory correction fuze has become a challenge. To solve this problem, different from the traditional method, a state-of-the-art detection method based on density-distance space is proposed to apply to the trajectory correction fuze. First, parameters of the infrared image sensor on the fuze are calculated to set the boundary limitations for the target detection method. Second, the density-distance space method is proposed to detect the candidate targets. Finally, the adaptive pixel growth (APG) algorithm is used to suppress the clutter so as to detect the real targets. Three experiments, including equivalent detection, simulation and hardware-in-loop, were implemented to verify the effectiveness of this method. Results illustrated that the infrared image sensor on the fuze has a stable field of view under rotation of the projectile, and could clearly observe the infrared small target. The proposed method has superior anti-noise, different size target detection, multi-target detection and various clutter suppression capability. Compared with six novel algorithms, our algorithm shows a perfect detection performance and acceptable time consumption. MDPI 2021-07-01 /pmc/articles/PMC8272030/ /pubmed/34282797 http://dx.doi.org/10.3390/s21134522 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Cong
Li, Dongguang
Qi, Jiashuo
Liu, Jingtao
Wang, Yu
Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor
title Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor
title_full Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor
title_fullStr Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor
title_full_unstemmed Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor
title_short Infrared Small Target Detection Method with Trajectory Correction Fuze Based on Infrared Image Sensor
title_sort infrared small target detection method with trajectory correction fuze based on infrared image sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272030/
https://www.ncbi.nlm.nih.gov/pubmed/34282797
http://dx.doi.org/10.3390/s21134522
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