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TjuJavis / Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video

The project, funded by the National Undergrad Innovation Training Program, aims to research non-contact heart rate measurement within a year. It utilizes device cameras (e.g., computers, smartphones) to extract facial video light signals, analyze them, and determine real-time heart rates based on Imaging Photoplethysmography (IPPG).
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基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？ #1

Open Demozr opened 1 month ago

Demozr commented 1 month ago

基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？

TjuJavis commented 1 month ago

你好，部分重要的参考文献如下，请查收：

[1] Verkruysse, Wim, Lars O. Svaasand, and J. Stuart Nelson. "Remote plethysmographic imaging using ambient light." Optics express 16.26 (2008): 21434-21445.

[2] Lewandowska, Magdalena, et al. "Measuring pulse rate with a webcam—a non-contact method for evaluating cardiac activity." 2011 federated conference on computer science and information systems (FedCSIS). IEEE, 2011.

[3] De Haan, Gerard, and Vincent Jeanne. "Robust pulse rate from chrominance-based rPPG." IEEE Transactions on Biomedical Engineering 60.10 (2013): 2878-2886.

[4] De Haan, Gerard, and Arno Van Leest. "Improved motion robustness of remote-PPG by using the blood volume pulse signature." Physiological measurement 35.9 (2014): 1913.

[5] Wang, Wenjin, et al. "Algorithmic principles of remote PPG." IEEE Transactions on Biomedical Engineering 64.7 (2016): 1479-1491.

[6] King, Davis E. "Dlib-ml: A machine learning toolkit." The Journal of Machine Learning Research 10 (2009): 1755-1758.

[7] Beyreuther, Moritz, et al. "ObsPy: A Python toolbox for seismology." Seismological Research Letters 81.3 (2010): 530-533.

------------------ 原始邮件 ------------------ 发件人: "TjuJavis/Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video" @.>; 发送时间: 2024年8月5日(星期一) 中午11:06 @.>; @.***>; 主题: [TjuJavis/Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video] 基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？ (Issue #1)

基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？

— Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you are subscribed to this thread.Message ID: @.***>

Demozr commented 1 month ago

你好，部分重要的参考文献如下，请查收： [1] Verkruysse, Wim, Lars O. Svaasand, and J. Stuart Nelson. "Remote plethysmographic imaging using ambient light." Optics express 16.26 (2008): 21434-21445. [2] Lewandowska, Magdalena, et al. "Measuring pulse rate with a webcam—a non-contact method for evaluating cardiac activity." 2011 federated conference on computer science and information systems (FedCSIS). IEEE, 2011. [3] De Haan, Gerard, and Vincent Jeanne. "Robust pulse rate from chrominance-based rPPG." IEEE Transactions on Biomedical Engineering 60.10 (2013): 2878-2886. [4] De Haan, Gerard, and Arno Van Leest. "Improved motion robustness of remote-PPG by using the blood volume pulse signature." Physiological measurement 35.9 (2014): 1913. [5] Wang, Wenjin, et al. "Algorithmic principles of remote PPG." IEEE Transactions on Biomedical Engineering 64.7 (2016): 1479-1491. [6] King, Davis E. "Dlib-ml: A machine learning toolkit." The Journal of Machine Learning Research 10 (2009): 1755-1758. [7] Beyreuther, Moritz, et al. "ObsPy: A Python toolbox for seismology." Seismological Research Letters 81.3 (2010): 530-533. … ------------------ 原始邮件 ------------------ 发件人: "TjuJavis/Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video" @.>; 发送时间: 2024年8月5日(星期一) 中午11:06 @.>; @.>; 主题: [TjuJavis/Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video] 基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？ (Issue #1) 基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？ — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you are subscribed to this thread.Message ID: @.>

好的，谢谢你的回复！这个BPM测试为什么一直都是五六十，好像有点低了，你们测一般是多少？

TjuJavis commented 1 month ago

我们测量一般在60～90之间，在正常范围内。请确保你们测量的时间足够，并且面部光线充足！如果觉得效果不错，麻烦点个star哈，加油！在 2024年8月6日，17:10，Demozr @.***> 写道：

你好，部分重要的参考文献如下，请查收： [1] Verkruysse, Wim, Lars O. Svaasand, and J. Stuart Nelson. "Remote plethysmographic imaging using ambient light." Optics express 16.26 (2008): 21434-21445. [2] Lewandowska, Magdalena, et al. "Measuring pulse rate with a webcam—a non-contact method for evaluating cardiac activity." 2011 federated conference on computer science and information systems (FedCSIS). IEEE, 2011. [3] De Haan, Gerard, and Vincent Jeanne. "Robust pulse rate from chrominance-based rPPG." IEEE Transactions on Biomedical Engineering 60.10 (2013): 2878-2886. [4] De Haan, Gerard, and Arno Van Leest. "Improved motion robustness of remote-PPG by using the blood volume pulse signature." Physiological measurement 35.9 (2014): 1913. [5] Wang, Wenjin, et al. "Algorithmic principles of remote PPG." IEEE Transactions on Biomedical Engineering 64.7 (2016): 1479-1491. [6] King, Davis E. "Dlib-ml: A machine learning toolkit." The Journal of Machine Learning Research 10 (2009): 1755-1758. [7] Beyreuther, Moritz, et al. "ObsPy: A Python toolbox for seismology." Seismological Research Letters 81.3 (2010): 530-533. … ------------------ 原始邮件 ------------------ 发件人: "TjuJavis/Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video" @.>; 发送时间: 2024年8月5日(星期一) 中午11:06 @.>; @.>; 主题: [TjuJavis/Research-on-Non-contact-Heart-Rate-Measurement-Based-on-Facial-Video] 基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？ (Issue #1) 基于面部视频的非接触式心率测量研究中，关于心率计算公式，信号处理原理这些方面，你们的参考文献有哪些？可以提供吗？ — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you are subscribed to this thread.Message ID: @.>

好的，谢谢你的回复！这个BVP测试为什么一直都是五六十，好像有点低了，你们测一般是多少？

—Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you commented.Message ID: @.***>