TY - GEN
T1 - Cognitive load assessment from facial temperature using smart eyewear
AU - Zhengren, Fangqing
AU - Chernyshov, George
AU - Zheng, Dingding
AU - Kunze, Kai
N1 - Funding Information:
The presented work is supported by JST Sakigake Grant No. JPMJPR16D4.
Publisher Copyright:
© 2019 Association for Computing Machinery.
PY - 2019/9/9
Y1 - 2019/9/9
N2 - In this paper we present an approach to detection and estimation of the cognitive load[8, 9] by measuring temperature changes of the forehead and the nose bridge using smart eyewear. The presented system consists of a pair of glasses with four temperature sensors attached. We have found signs of a correlation between the facial temperature changes and cognitive load using this approach, which makes it possible to develop a wearable device to quantitatively estimate cognitive engagement. Although are still working on investigating the effect on facial temperature from different types of cognitive tasks and different difficultly levels, we believe this approach could spark interesting discussions during the workshop.
AB - In this paper we present an approach to detection and estimation of the cognitive load[8, 9] by measuring temperature changes of the forehead and the nose bridge using smart eyewear. The presented system consists of a pair of glasses with four temperature sensors attached. We have found signs of a correlation between the facial temperature changes and cognitive load using this approach, which makes it possible to develop a wearable device to quantitatively estimate cognitive engagement. Although are still working on investigating the effect on facial temperature from different types of cognitive tasks and different difficultly levels, we believe this approach could spark interesting discussions during the workshop.
KW - Cognitive Load
KW - Facial Thermography
KW - Smart Eyewear
KW - Wearable Devices
UR - http://www.scopus.com/inward/record.url?scp=85072883179&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072883179&partnerID=8YFLogxK
U2 - 10.1145/3341162.3348391
DO - 10.1145/3341162.3348391
M3 - Conference contribution
AN - SCOPUS:85072883179
T3 - UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers
SP - 657
EP - 660
BT - UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers
PB - Association for Computing Machinery, Inc
T2 - 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2019 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2019
Y2 - 9 September 2019 through 13 September 2019
ER -