跳至主導覽 跳至搜尋 跳過主要內容

An image measurement heart rate application in video telephony systems

研究成果: 書籍/報告/會議論文中的章節會議投稿同行評審

1 引文 斯高帕斯(Scopus)

摘要

Video telephone systems are convenient media for people to communicate remotely in life. If the video can be analyzed in the process of video chat to extract the relevant physiological indicators of the communicators such as emotions or stress, it can help the communicators to make proper conversations. In this paper, we propose (1) Similar Brightness Area Selection Method (2) and Difference-driven Weight-Setting Method to measure the heart rate in the non-contact image mode that can be adapted to the video signal in the videophone. After the image is compressed, it is transmitted through the network. After being transmitted to the video receiver for image decompression, we also propose that the luminance (Y) instead of Green channel (G) of the image should be utilized based on Photoplethysmography (PPG) to infer the heart rate. In our experiment, we have adjusted the weight range of our Difference-driven Weight-Setting Method for four commonly used video compression codecs including H.264, H.265, VP8, and VP9 together with five different compression bit rates and the results have shown to be effective in improving the accuracy of the heart rate measurement. The root mean square error (RMSE) of the heart rate measurement has also been calculated as evaluation metrics in the experiment. The mean and standard deviation of the overall RMSE is 2.14±0.52 bpm (beats per minute) that have shown the feasibility of our proposed methods to effectively and accurately measure the heart rate in the video telephony system.

原文English
主出版物標題2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
發行者Institute of Electrical and Electronics Engineers Inc.
頁面2186-2191
頁數6
ISBN(電子)9781728145693
DOIs
出版狀態Published - 10月 2019
事件2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 - Bari, Italy
持續時間: 6 10月 20199 10月 2019

出版系列

名字Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2019-October
ISSN(列印)1062-922X

Conference

Conference2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
國家/地區Italy
城市Bari
期間6/10/199/10/19

文獻附註

Publisher Copyright:
© 2019 IEEE.

指紋

深入研究「An image measurement heart rate application in video telephony systems」主題。共同形成了獨特的指紋。

引用此