DocumentCode
243447
Title
Physiological Mouse: Towards an Emotion-Aware Mouse
Author
Yujun Fu ; Hong Va Leong ; Ngai, Grace ; Huang, Michael Xuelin ; Chan, Stephen C. F.
Author_Institution
Dept. of Comput., Hong Kong Polytech. Univ., Hong Kong, China
fYear
2014
fDate
21-25 July 2014
Firstpage
258
Lastpage
263
Abstract
Human-centered computing is rapidly becoming a major research direction in human-computer interaction research. Among the various research issues, we believe that affective computing, or the ability of computers to react according to what a user feels, is very important. In order to recognize the human affect (feeling), one can rely on the analysis of signal inputs captured by a multitude of means. In this paper, we propose to make use of human physiological signals as a new form of modality in determining human affects, in a non-intrusive manner. This is achieved via the physiological mouse, as a first step towards affective computing. We augment the mouse with a small optical component for capturing user photoplethysmographic (PPG) signal. With the PPG signal, we are able to compute and derive human physiological signals. We built a prototype of the physiological mouse and measured raw PPG readings. We performed experiments to study the accuracy of our approach in determining human physiological signals from the mouse PPG data. We believe that our research will provide a new dimension for multimodal affective computing research.
Keywords
emotion recognition; human computer interaction; medical signal processing; mouse controllers (computers); photoplethysmography; PPG readings; emotion-aware mouse; human affect recogniion; human feeling recogniion; human physiological signals; human-centered computing; human-computer interaction; mouse PPG data; multimodal affective computing research; optical component; physiological mouse; signal input analysis; user PPG signal; user photoplethysmographic signal; Affective computing; Biomedical monitoring; Computers; Heart beat; Mice; Physiology; Prototypes; affective computing; gadget prototype; non-intrusive measurement; physiological signals;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
Conference_Location
Vasteras
Type
conf
DOI
10.1109/COMPSACW.2014.46
Filename
6903139
Link To Document