Non-Contact Face Temperature Measurement by Thermopile-Based Data Fusion
Author:
Bhatti Faraz1ORCID, Engel Grischan1, Hampel Joachim1, Khalil Chaimae2, Reber Andreas1, Kray Stefan1ORCID, Greiner Thomas1ORCID
Affiliation:
1. Department of Engineering, Pforzheim University, 75175 Pforzheim, Germany 2. Pyramid Computer GmbH, 79111 Freiburg, Germany
Abstract
Thermal imaging cameras and infrared (IR) temperature measurement devices act as state-of-the-art techniques for non-contact temperature determination of the skin surface. The former is cost-intensive in many cases for widespread application, and the latter requires manual alignment to the measuring point. Due to this background, this paper proposes a new method for automated, non-contact, and area-specific temperature measurement of the facial skin surface. It is based on the combined use of a low-cost thermopile sensor matrix and a 2D image sensor. The temperature values as well as the 2D image data are fused using a parametric affine transformation. Based on face recognition, this allows temperature values to be assigned to selected facial regions and used specifically to determine the skin surface temperature. The advantages of the proposed method are described. It is demonstrated by means of a participant study that the temperature absolute values, which are achieved without manual alignment in an automated manner, are comparable to a commercially available IR-based forehead thermometer.
Funder
Central Innovation Programme for Small and Medium-Sized Enterprises (ZIM) by the Federal Ministry for Economic Affairs and Climate Action
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
Reference30 articles.
1. Putri, N.K., and Ogi, D. (2022, January 16–17). Implementation of PRESENT Algorithm on Contactless Access Control Using Raspberry Pi. Proceedings of the 2022 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS), Jakarta, Indonesia. 2. Jadhav, A., and Khadse, V. (2022, January 16–17). Real-Time Face Mask Detection and Contactless Body Temperature Measurement on Edge Device Using Deep Learning. Proceedings of the 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India. 3. Bhogal, R.K., Potharaju, S., Kanagala, C., Polla, S., Jampani, R.V., and Yennem, V.B.R. (2021, January 6–8). Corona Virus Disinfectant Tunnel Using Face Mask Detection and Temperature Monitoring. Proceedings of the 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India. 4. Girinath, N., Swathi, R., Swedha, N., and Nisarga, V. (2022, January 20–22). Face Mask Detection with Contactless Temperature Using MATLAB. Proceedings of the 2022 3rd International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India. 5. Ampex (2023, September 03). Soluzioni Tecnologiche per La Misurazione Temperatura Corporea. Available online: http://www.ampex.tn.it/covid-19/brochure_termoscanner.pdf.
|
|