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.

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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

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article

Non-Contact Pulse Wave and Heart Rate Measurement System Base on Multilayer Perceptron

Huayu Wu, Zhenyin Zhang, Qi Zhang
1 citations
Advanced Sensor and Control Systems
0.33
article

Non-Contact Pulse Wave and Heart Rate Measurement System Base on Multilayer Perceptron

Huayu Wu, Zhenyin Zhang, Qi Zhang
article en
1 citations

Abstract

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.

Guilin University of Electronic Technology (CN)
National Natural Science Foundation of China, Guangxi Key Laboratory of Automatic Detection Technology and Instrument Foundation
Good health and well-being
Openalex Percentile: Top 36%
Advanced Sensor and Control Systems
0.33
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