Cargando…
A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes
Wilderness search and rescue entails performing a wide-range of work in complex environments and large regions. Given the concerns inherent in large regions due to limited rescue distribution, unmanned aerial vehicle (UAV)-based frameworks are a promising platform for providing aerial imaging. In re...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134437/ https://www.ncbi.nlm.nih.gov/pubmed/27792156 http://dx.doi.org/10.3390/s16111778 |
_version_ | 1782471452134473728 |
---|---|
author | Sun, Jingxuan Li, Boyang Jiang, Yifan Wen, Chih-yung |
author_facet | Sun, Jingxuan Li, Boyang Jiang, Yifan Wen, Chih-yung |
author_sort | Sun, Jingxuan |
collection | PubMed |
description | Wilderness search and rescue entails performing a wide-range of work in complex environments and large regions. Given the concerns inherent in large regions due to limited rescue distribution, unmanned aerial vehicle (UAV)-based frameworks are a promising platform for providing aerial imaging. In recent years, technological advances in areas such as micro-technology, sensors and navigation have influenced the various applications of UAVs. In this study, an all-in-one camera-based target detection and positioning system is developed and integrated into a fully autonomous fixed-wing UAV. The system presented in this paper is capable of on-board, real-time target identification, post-target identification and location and aerial image collection for further mapping applications. Its performance is examined using several simulated search and rescue missions, and the test results demonstrate its reliability and efficiency. |
format | Online Article Text |
id | pubmed-5134437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-51344372017-01-03 A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes Sun, Jingxuan Li, Boyang Jiang, Yifan Wen, Chih-yung Sensors (Basel) Article Wilderness search and rescue entails performing a wide-range of work in complex environments and large regions. Given the concerns inherent in large regions due to limited rescue distribution, unmanned aerial vehicle (UAV)-based frameworks are a promising platform for providing aerial imaging. In recent years, technological advances in areas such as micro-technology, sensors and navigation have influenced the various applications of UAVs. In this study, an all-in-one camera-based target detection and positioning system is developed and integrated into a fully autonomous fixed-wing UAV. The system presented in this paper is capable of on-board, real-time target identification, post-target identification and location and aerial image collection for further mapping applications. Its performance is examined using several simulated search and rescue missions, and the test results demonstrate its reliability and efficiency. MDPI 2016-10-25 /pmc/articles/PMC5134437/ /pubmed/27792156 http://dx.doi.org/10.3390/s16111778 Text en © 2016 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 (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sun, Jingxuan Li, Boyang Jiang, Yifan Wen, Chih-yung A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes |
title | A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes |
title_full | A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes |
title_fullStr | A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes |
title_full_unstemmed | A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes |
title_short | A Camera-Based Target Detection and Positioning UAV System for Search and Rescue (SAR) Purposes |
title_sort | camera-based target detection and positioning uav system for search and rescue (sar) purposes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134437/ https://www.ncbi.nlm.nih.gov/pubmed/27792156 http://dx.doi.org/10.3390/s16111778 |
work_keys_str_mv | AT sunjingxuan acamerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT liboyang acamerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT jiangyifan acamerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT wenchihyung acamerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT sunjingxuan camerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT liboyang camerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT jiangyifan camerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes AT wenchihyung camerabasedtargetdetectionandpositioninguavsystemforsearchandrescuesarpurposes |