Recognition of Impulse of Love at First Sight Based On Photoplethysmography Signal.

Sensors
Huan LuGuangyuan Liu

Abstract

Love at first sight is a well-known and interesting phenomenon, and denotes the strong attraction to a person of the opposite sex when first meeting. As far as we know, there are no studies on the changes in physiological signals between the opposite sexes when this phenomenon occurs. Although privacy is involved, knowing how attractive a partner is may be beneficial to building a future relationship in an open society where both men and women accept each other. Therefore, this study adopts the photoplethysmography (PPG) signal acquisition method (already applied in wearable devices) to collect signals that are beneficial for utilizing the results of the analysis. In particular, this study proposes a love pulse signal recognition algorithm based on a PPG signal. First, given the high correlation between the impulse signals of love at first sight and those for physical attractiveness, photos of people with different levels of attractiveness are used to induce real emotions. Then, the PPG signal is analyzed in the time, frequency, and nonlinear domains, respectively, in order to extract its physiological characteristics. Finally, we propose the use of a variety of machine learning techniques (support vector machine (SVM), random ...Continue Reading

References

Jan 1, 1997·IEEE Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society·J S SahambiR K Bhatt
Jun 20, 2003·IEEE Transactions on Bio-medical Engineering·José GarcíaLeif Sörnmo
Jun 12, 2004·Medical & Biological Engineering & Computing·K H KimS R Kim
Nov 4, 2004·IEEE Transactions on Pattern Analysis and Machine Intelligence·Il-Seok OhByung-Ro Moon
Aug 28, 2007·Bioinformatics·Yvan SaeysPedro Larrañaga
Apr 17, 2013·Psychological Bulletin·Paul W EastwickLucy L Hunt
Apr 8, 2014·Computers in Biology and Medicine·A Reşit KavsaoğluM Recep Bozkurt
Jul 18, 2014·Psychological Science·Mylene BolmontStephanie Cacioppo
Jan 1, 2013·Health Information Science and Systems·Juanying XieXiaohui Liu
Aug 26, 2019·Computers in Biology and Medicine·Mark Wong Kei FongTan Jen Hong

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