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Pulse localization networks with infrared camera

Authors :
Xinyao Nie
Hong Lu
Xing Zhu
Kai Meng
Jingjing Luo
Guanhao Huang
Bohong Yang
Source :
Proceedings of the 2nd ACM International Conference on Multimedia in Asia.
Publication Year :
2021
Publisher :
ACM, 2021.

Abstract

Pulse localization is the basic task of the pulse diagnosis with robot. More accurate location can reduce the misdiagnosis caused by different types of pulse. Traditional works usually use a collection surface with a certain area for contact detection, and move the collection surface to collect changes of power for pulse localization. These methods often require the subjects place their wrist in a given position. In this paper, we propose a novel pulse localization method which uses the infrared camera as the input sensor, and locates the pulse on wrist with the neural network. This method can not only reduce the contact between the machine and the subject, reduce the discomfort of the process, but also reduce the preparation time for the test, which can improve the detection efficiency. The experiments show that our proposed method can locate the pulse with high accuracy. And we have applied this method to pulse diagnosis robot for pulse data collection.

Details

Database :
OpenAIRE
Journal :
Proceedings of the 2nd ACM International Conference on Multimedia in Asia
Accession number :
edsair.doi...........df5310538002f7ffb70144ec82a02861
Full Text :
https://doi.org/10.1145/3444685.3446318