Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring

Dangdang Shao, Yuting Yang, Francis Tsow, Chenbin Liu, Nongjian Tao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

We present a video-based method to monitor blood pressure by analyzing pulse transit time (PTT). The PTT is determined from ballistocardiogram (BCG) and photoplethysmogram (PPG), which are recorded simultaneously using a single camera. The measured blood pressure changes are compared with those measured with a cuff-based reference blood pressure monitor. In addition to blood pressure, premature ventricular contraction (PVC) is also observed from both PPG and BCG waveforms. The method provides a non-contact solution towards real-time blood pressure and abnormal heart rhythm monitoring of an individual under normal living conditions without his/her conscious attention.

Original languageEnglish (US)
Title of host publicationProceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages273-277
Number of pages5
ISBN (Electronic)9781509040230
DOIs
StatePublished - Jun 28 2017
Event12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - Washington, United States
Duration: May 30 2017Jun 3 2017

Other

Other12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017
CountryUnited States
CityWashington
Period5/30/176/3/17

Fingerprint

Video recording
Blood pressure
Monitoring
Cameras

ASJC Scopus subject areas

  • Media Technology
  • Artificial Intelligence
  • Computer Vision and Pattern Recognition

Cite this

Shao, D., Yang, Y., Tsow, F., Liu, C., & Tao, N. (2017). Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring. In Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017 (pp. 273-277). [7961752] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FG.2017.42

Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring. / Shao, Dangdang; Yang, Yuting; Tsow, Francis; Liu, Chenbin; Tao, Nongjian.

Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 273-277 7961752.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shao, D, Yang, Y, Tsow, F, Liu, C & Tao, N 2017, Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring. in Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017., 7961752, Institute of Electrical and Electronics Engineers Inc., pp. 273-277, 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017, Washington, United States, 5/30/17. https://doi.org/10.1109/FG.2017.42
Shao D, Yang Y, Tsow F, Liu C, Tao N. Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring. In Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 273-277. 7961752 https://doi.org/10.1109/FG.2017.42
Shao, Dangdang ; Yang, Yuting ; Tsow, Francis ; Liu, Chenbin ; Tao, Nongjian. / Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring. Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 273-277
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