A Review of Modern Thermal Imaging Sensor Technology and Applications for Autonomous Aerial Navigation.
LWIR
SLAM
UAVs
navigation
neural network
optical flow
review
simultaneous localization and mapping
thermal imaging
Journal
Journal of imaging
ISSN: 2313-433X
Titre abrégé: J Imaging
Pays: Switzerland
ID NLM: 101698819
Informations de publication
Date de publication:
19 Oct 2021
19 Oct 2021
Historique:
received:
15
07
2021
revised:
30
09
2021
accepted:
09
10
2021
entrez:
22
10
2021
pubmed:
23
10
2021
medline:
23
10
2021
Statut:
epublish
Résumé
Limited navigation capabilities of many current robots and UAVs restricts their applications in GPS denied areas. Large aircraft with complex navigation systems rely on a variety of sensors including radio frequency aids and high performance inertial systems rendering them somewhat resistant to GPS denial. The rapid development of computer vision has seen cameras incorporated into small drones. Vision-based systems, consisting of one or more cameras, could arguably satisfy both size and weight constraints faced by UAVs. A new generation of thermal sensors is available that are lighter, smaller and widely available. Thermal sensors are a solution to enable navigation in difficult environments, including in low-light, dust or smoke. The purpose of this paper is to present a comprehensive literature review of thermal sensors integrated into navigation systems. Furthermore, the physics and characteristics of thermal sensors will also be presented to provide insight into challenges when integrating thermal sensors in place of conventional visual spectrum sensors.
Identifiants
pubmed: 34677303
pii: jimaging7100217
doi: 10.3390/jimaging7100217
pmc: PMC8540138
pii:
doi:
Types de publication
Journal Article
Review
Langues
eng
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