Result Details

Detecting and Locating People Using Low-Cost Thermal Imaging Camera

CHARVÁT, M.; DRAHANSKÝ, M. Detecting and Locating People Using Low-Cost Thermal Imaging Camera. Beiträge zum Usability Day XVI - Assistenztechnologien in der Arbeitswelt. Dornbirn: Pabst Science Publishers, 2018. p. 41-51. ISBN: 978-3-95853-405-6.
Type
conference paper
Language
English
Authors
Charvát Michal, Ing., FIT (FIT)
Drahanský Martin, prof. Ing., Ph.D., DITS (FIT)
Abstract

Aswe are approaching times of Industry 4.0 and smart homes, there is a need forautomatic reliable mechanism for detecting living beings and there are manyuse casesfrom aiding elderly people with their everyday life to increasing safetyin dangerous workplaces by guarding hazardous areas. We propose a method forcounting and locating people using single low-cost thermal camera module andRaspberry Pi-like computer. This paper describes the process of necessaryhardware configuration of the whole system and a software solution to theproblem of detecting and locating people, which is based on applying humantemperature filter, image processing with object detection using OpenCV and 3Dscene reconstruction with known environment parameters. This approach even in its simplestform provides accuracy over 90 % on our data set with various possibilitiesfor improvement.

Keywords

thermal imaging camera, people detection, people locating, filter

Published
2018
Pages
41–51
Proceedings
Beiträge zum Usability Day XVI - Assistenztechnologien in der Arbeitswelt
Conference
uDay-XVI - Assistenztechnologien in der Arbeitswelt
ISBN
978-3-95853-405-6
Publisher
Pabst Science Publishers
Place
Dornbirn
BibTeX
@inproceedings{BUT155073,
  author="Michal {Charvát} and Martin {Drahanský}",
  title="Detecting and Locating People Using Low-Cost Thermal Imaging Camera",
  booktitle="Beiträge zum Usability Day XVI - Assistenztechnologien in der Arbeitswelt",
  year="2018",
  pages="41--51",
  publisher="Pabst Science Publishers",
  address="Dornbirn",
  isbn="978-3-95853-405-6",
  url="https://www.fit.vut.cz/research/publication/11772/"
}
Files
Projects
Bezpečné a spolehlivé počítačové systémy, BUT, Vnitřní projekty VUT, FIT-S-17-4014, start: 2017-03-01, end: 2020-02-29, completed
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, start: 2016-01-01, end: 2020-12-31, completed
Tools and methods for video and image processing to improve effectivity of rescue and security services operations, MV, Bezpečnostní výzkum České republiky 2015-2020, VI20172020068, start: 2017-01-01, end: 2020-12-31, completed
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