@article{73c482715e764110add4199ff5a36713,
title = "Noncontact monitoring of heart rate responses to taste stimuli using a video camera",
abstract = "Pleasant or unpleasant feeling stimulated by taste usually expressed to describe the acceptance or rejection of food and beverages intake by a human. Since it stimulates the emotional reactions, therefore it also induces other response such as heart rate variations. Traditional sensory tools used only subjective measurement such as self-report, to estimate the feeling of tasting. This method sometimes failed to show some differences between the pleasant and unpleasant type of feelings unconsciously. Previous unconscious measurement methods used the intrusive technique by placing some sensors in contact with the body, which may affect the results of sensory analysis. This study was conducted to avoid the effects of using contact sensors and validate the contact-less method of monitoring heart rate due to emotional changes by extracting plethysmographic signal from the green component of the video images. The videos were recorded while the subject responded to pleasant, unpleasant and neutral stimuli. The findings indicated that the heart rate was significantly related to taste stimuli that also reflected the subjective feelings. The unpleasant-taste influenced heart rate to increase more compared to pleasant-taste and neutral-taste. This proposed approach can be used to remotely detect the feeling/emotion that not overtly express through facial expression, speech or gestures.",
keywords = "Basic taste, Electrocardiogram, Image plethysmogram, Noncontact measurement, Physiological signals",
author = "Mohamed, {Masnani Bt} and Makoto Yoshizawa and Norihiro Sugita and Shunsuke Yamaki and Kei Ichiji",
note = "Funding Information: Shunsuke Yamaki received the B.E., M.E., and D.E. degrees in electronic engineering from Tohoku University, Sendai, Japan, in 2004, 2006, and 2008, respectively. He is currently an Assistant Professor in Research and Development Divisions, Cyberscience Center at Tohoku University. His research interests include digital filter design and linear system theory. He received the President Prize of Tohoku University in 2006, the Best Research Award in the 4th Student-Organizing International Mini-Conference on Information Electronics System (SOIM-COE06) in 2007, the Young Excellent Author Award of the 19th IEICE Workshop on Circuits and Systems in Karuizawa in 2007, Excellent Presentation Award in The Society of Instrument and Control Engineers, Tohoku Chapter in 2009, The 7th Noguchi Excellent Research Award in Information Processing Society of Japan, Tohoku Branch in 2012, Best Paper Award in The 3rd IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC) in 2012, M. Ishida Foundation Excellent Research Award in 2012, the SIP Young Excellent Author Award of the 27th IEICE SIP Symposium in 2013, and the Young Engineer Award from the IEICE in 2014. He is a member of the IEEE, the Society of Instrument and Control Engineers of Japan, and the Information Processing Society of Japan. He is an IEEE Senior Member. Funding Information: This research was supported by the COI Stream Project funded by the Japanese Ministry of Education, Science, Sports, and Culture. The authors also would like to thank Universiti Tun Hussein Onn Malaysia (UTHM), Ministry of Higher Education Malaysia (MOHE), the laboratory members and the volunteers for the contributions, assistance, and supports. Publisher Copyright: Copyright {\textcopyright} 2020 Institute of Advanced Engineering and Science. All rights reserved.",
year = "2019",
doi = "10.11591/ijeecs.v18.i1.pp293-300",
language = "English",
volume = "18",
pages = "293--300",
journal = "Indonesian Journal of Electrical Engineering and Computer Science",
issn = "2502-4752",
publisher = "Institute of Advanced Engineering and Science (IAES)",
number = "1",
}