Real-Time Mobile Emotional Content Player Using Smartphone Camera-Based PPG Measurement

Joint Authors

Kim, Dong Keun
Lee, Haena

Source

Mobile Information Systems

Issue

Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-12, 12 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2019-05-05

Country of Publication

Egypt

No. of Pages

12

Main Subjects

Telecommunications Engineering

Abstract EN

A real-time mobile content player was developed that can recognize and reflect emotions in real time using a smartphone.

To determine effective awareness, a photoplethysmogram (PPG), which is a biological signal, was measured to recognize emotional changes in users presented with content intended to induce an emotional response.

To avoid the need for a separate sensor to measure the PPG, PPG signals were extracted from the red (R) values of images acquired by the rear camera of a smartphone.

To reflect an emotion, the saturation (S) and brightness (V) levels, which are related to the ambience of a content, are changed to reflect the emotional changes of the user within the content itself in real time.

Arousal- and relaxation-inducing scenarios were conducted to validate the effectiveness.

The sample t-test results show that the average peak-to-peak interval (PPI), which is the time interval between the peaks of PPG signals, was significantly low when viewing the content under the arousal-inducing scenario as compared to when watching regular content, and it was determined that the emotion of the user was led to a state of arousal.

Ten university students (five males and five females) participated in the experiment.

The users had no cardiac disease and were asked not to drink or smoke before the experiment.

The average PPI was significantly higher when the content was viewed in the relaxation-inducing scenario compared to regular content, and it was determined that the emotion of the user was induced to a state of relaxation.

The designed emotional content player was confirmed to be an interactive system, in which the video content and user concurrently affect each other through the system.

American Psychological Association (APA)

Lee, Haena& Kim, Dong Keun. 2019. Real-Time Mobile Emotional Content Player Using Smartphone Camera-Based PPG Measurement. Mobile Information Systems،Vol. 2019, no. 2019, pp.1-12.
https://search.emarefa.net/detail/BIM-1193817

Modern Language Association (MLA)

Lee, Haena& Kim, Dong Keun. Real-Time Mobile Emotional Content Player Using Smartphone Camera-Based PPG Measurement. Mobile Information Systems No. 2019 (2019), pp.1-12.
https://search.emarefa.net/detail/BIM-1193817

American Medical Association (AMA)

Lee, Haena& Kim, Dong Keun. Real-Time Mobile Emotional Content Player Using Smartphone Camera-Based PPG Measurement. Mobile Information Systems. 2019. Vol. 2019, no. 2019, pp.1-12.
https://search.emarefa.net/detail/BIM-1193817

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1193817