Non-Contact Pulse Wave and Heart Rate Measurement System Base on Multilayer Perceptron
The pulse wave contains physiological parameters such as heart rate. Imaging Photoplethysmography is currently one of the main methods for non-contact measurement of pulse wave. The field of Imaging Photoplethysmography has grown by leaps and bounds due to the excellent development of filtering and deep learning techniques. In this paper, a non-contact pulse wave and heart rate measurement system base on Imaging Photoplethysmography is proposed, which has high frame rate, high bit depth camera in hardware and combine sliding window filtering and multilayer perceptron in algorithms.
Authors
- Huayu Wu (ORCID: https://orcid.org/0000-0002-9127-022X)
- Zhenyin Zhang
- Qi Zhang (ORCID: https://orcid.org/0000-0002-2929-1345)
Institutions
- Guilin University of Electronic Technology (CN)
Publication Details
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1109/icftic64248.2024.10913049
- Citations
- 1
- Primary Topic
- Advanced Sensor and Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.33
Funders
- National Natural Science Foundation of China
- Guangxi Key Laboratory of Automatic Detection Technology and Instrument Foundation