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Pulse localization networks with infrared camera
- 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.
- Subjects :
- Data collection
020205 medical informatics
Artificial neural network
business.industry
Computer science
Process (computing)
02 engineering and technology
Pulse diagnosis
Power (physics)
Pulse (physics)
Position (vector)
0202 electrical engineering, electronic engineering, information engineering
Robot
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
business
Subjects
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