ABSTRACT
With the recent societal impact of COVID-19, businesses and government agencies have turned to thermal camera based skin temperature sensing technology to help detect affected civilians. However, cost and deployment restrictions limit the widespread use of these thermal sensing technologies. In this work, we present a low cost system based on an RGB-thermal camera for continuously detecting and estimating facial temperature features for multiple people. This system detects and tracks heads in the RGB and thermal domains, constructs temperature models of individual facial features, and models environmental and surface effects on thermal sensing to reduce temperature measurement error.
- FLIR AB. [n.d.]. The Ultimate Infrared Handbook for R&D Professionals. Available at https://www.flir.com/discover/rd-science/the-ultimate-infrared-handbook-for-rnd-professionals/.Google Scholar
- Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, and Lianwen Jin. 2018. Detecting heads using feature refine net and cascaded multi-scale architecture. In 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, 2528--2533.Google Scholar
Cross Ref
- Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. 2016. You only look once: Unified, real-time object detection. In Proceedings of the IEEE conference on computer vision and pattern recognition. 779--788.Google Scholar
Cross Ref
- Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang. 2019. FSA-Net: Learning fine-grained structure aggregation for head pose estimation from a single image. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 1087--1096.Google Scholar
Cross Ref
Index Terms
Low-cost multi-person continuous skin temperature sensing system for fever detection: poster abstract
Recommendations
Tube skin temperature prediction of catalytic reforming unit (CRU) heaters
DNCOCO'06: Proceedings of the 5th WSEAS international conference on Data networks, communications and computersThe maximum duty of reformer heaters is governed by the occurance of maximum tube skin temperature of the heaters. The value of maximum tube skin temperatures of the heaters must not exceed theirs' maximum allowable design temperature. The paper ...
Low-cost continuous thermal sensing
BuildSys '11: Proceedings of the Third ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in BuildingsIn order to optimize building energy performance, we need to understand how building envelope components operate in terms of heating, cooling, thermal distribution and storage. In this paper, we develop a low-cost thermal scanning sensor that can be ...
Estimation of thermal sensation using human peripheral skin temperature
SMC'09: Proceedings of the 2009 IEEE international conference on Systems, Man and CyberneticsControl of indoor thermal environments in accordance with people's preferences, makes an important contribution to comfort. To keep a suitably temperate environment, we tried to estimate a subject's thermal sensation using biologic signals. We focused ...





Comments