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Nov, 2024
实习报告:基于深度学习的汽车领域成像光电容积描记法基准测试
Internship Report: Benchmark of Deep Learning-based Imaging PPG in Automotive Domain
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Yuqi Tu, Shakith Fernando, Mark van Gastel
TL;DR
本研究解决了成像光电容积描记法在汽车应用中的挑战,提供了基于近红外相机的深度学习模型的基准测试。实验结果表明,尽管该方法在监测驾驶时的心率具有一定潜力,但在实际驾驶条件下仍需改进以提高可靠性。
Abstract
Imaging photoplethysmography (
iPPG
) can be used for
Heart Rate Monitoring
during driving, which is expected to reduce traffic accidents by continuously assessing drivers' physical condition.
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