Non-contact Video-based Pulse Rate Measurement on a Mobile Service Robot

被引:0
|
作者
Stricker, Ronny [1 ]
Mueller, Steffen [1 ]
Gross, Horst-Michael [1 ]
机构
[1] Ilmenau Univ Technol, Thuringia, Germany
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Non-contact image photoplethysmography has gained a lot of attention during the last 5 years. Starting with the work of Verkruysse et al. [1], various methods for estimation of the human pulse rate from video sequences of the face under ambient illumination have been presented. Applied on a mobile service robot aimed to motivate elderly users for physical exercises, the pulse rate can be a valuable information in order to adapt to the users conditions. For this paper, a typical processing pipeline was implemented on a mobile robot, and a detailed comparison of methods for face segmentation was conducted, which is the key factor for robust pulse rate extraction even, if the subject is moving. A benchmark data set is introduced focusing on the amount of motion of the head during the measurement.
引用
收藏
页码:1056 / 1062
页数:7
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