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Pulse Rate. Biomedical monitoring
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adaptive filters, image colour analysis,
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adaptive filters, cameras, face recognition, image filtering,
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Principal component analysis, Empirical mode decomposition,
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1904
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Elsevier DOI
1906
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Earlier: A1, A3, A5, Only:
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IEEE DOI
1705
Image processing, Remote photoplethysmography, Unsupervised,
Living skin tissue segmentation.
Face detection, Heart rate, Photoplethysmography,
Pulse measurements, Signal to noise ratio, Skin, Streaming, media
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Reflection, Radio transmitters, Receiving antennas,
Wireless fidelity, Transmitting antennas, Wireless communication
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IEEE DOI
1906
Heart rate, Face, Feature extraction, Estimation,
Image color analysis, Digital cameras, Spatial decomposition,
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IEEE DOI
1908
Heart, Ultrasonic imaging, Electrodes, Electrocardiography, Rats,
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Elsevier DOI
1909
CAD tool, Entropy, Global weighted LBP, Support vector machine
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Elsevier DOI
1909
Heart rate estimation, Heart rate variability, 3D video, Quality of experience
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2001
Heart rate, Estimation, Webcams, Databases, Skin, Image color analysis,
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Wen, W.,
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IEEE DOI
2003
Electrocardiography, Heart beat, Public speaking,
Biomedical monitoring, Speech, Complexity theory, Heart rate,
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IEEE DOI
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Heart rate variability, Physiology, Estimation, Sensors,
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IEEE DOI
2004
Heart rate variability, Skin, Face, Real-time systems, Heart beat,
Estimation, rPPG, remote photosplethysmography, heart rate,
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Antolinos, E.[Elías],
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2008
Feature extraction, Rhythm, Electrocardiography, Face,
Heart rate variability, Monitoring, Biomedical monitoring,
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2008
Pulse transit time, Signal quality metric,
Remote photoplethysmograpy, Physiological signal processing
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Vital Sign Extraction in the Presence of Radar Mutual Interference,
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Interference, Radar, Heart beat, Chirp, Signal processing algorithms,
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Elsevier DOI
2011
Heart rate measurement, Face detection, Skin detection
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IEEE DOI
2105
Heart beat, Electrocardiography, Training, Adaptation models,
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Non-Contact Heart Rate Estimation via Adaptive RGB/NIR Signal Fusion,
IP(30), 2021, pp. 6528-6543.
IEEE DOI
2108
BibRef
Earlier:
Adaptive Fusion of RGB/NIR Signals Based on Face/Background
Cross-Spectral Analysis for Heart Rate Estimation,
ICIP19(4534-4538)
IEEE DOI
1910
Estimation, Lighting, Faces, Videos, Cameras, Heart rate, Sensors,
Remote vital sensing, RGB/NIR camera, varying illumination.
BibRef
Tran, Q.V.[Quoc-Viet],
Su, S.F.[Shun-Feng],
Sun, W.[Wei],
Tran, M.Q.[Minh-Quang],
Adaptive Pulsatile Plane for Robust Noncontact Heart Rate Monitoring,
SMCS(51), No. 9, September 2021, pp. 5587-5599.
IEEE DOI
2108
Skin, Color, Cameras, Heart rate, Principal component analysis,
Monitoring, Face, Heart rate monitoring, motion resistance,
remote photoplethysmography (rPPG)
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Speth, J.[Jeremy],
Vance, N.[Nathan],
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CVIU(210), 2021, pp. 103246.
Elsevier DOI
2109
Remote photoplethysmography, Face video,
Physiological monitoring, Spatiotemporal modeling, Pulse detection
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Spangler, D.P.[Derek P.],
Alam, S.[Sazedul],
Rahman, S.[Saad],
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Brooks, J.R.[Justin R.],
Multilevel Longitudinal Analysis of Shooting Performance as a
Function of Stress and Cardiovascular Responses,
AffCom(12), No. 3, July 2021, pp. 648-665.
IEEE DOI
2109
Task analysis, Physiology, Training, Stress, Oscillators,
Blood pressure, Affective computing, Stress autonomic,
shooting performance
BibRef
Yang, X.Z.[Xiu-Zhu],
Zhang, X.Y.[Xin-Yue],
Ding, Y.[Yi],
Zhang, L.[Lin],
Indoor Activity and Vital Sign Monitoring for Moving People with
Multiple Radar Data Fusion,
RS(13), No. 18, 2021, pp. xx-yy.
DOI Link
2109
BibRef
Bønnelycke, E.M.S.[Eva-Maria S.],
Hastie, G.D.[Gordon D.],
Bennett, K.A.[Kimberley A.],
Kainerstorfer, J.M.[Jana M.],
Milne, R.[Ryan],
Moss, S.E.W.[Simon E. W.],
Ruesch, A.[Alexander],
Wu, J.Y.[Jing-Yi],
McKnight, J.C.[J. Chris],
Wearable Near-Infrared Spectroscopy as a Physiological Monitoring
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RS(13), No. 18, 2021, pp. xx-yy.
DOI Link
2109
BibRef
Gouveia, C.[Carolina],
Albuquerque, D.[Daniel],
Vieira, J.[José],
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Dynamic Digital Signal Processing Algorithm for Vital Signs
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RS(13), No. 20, 2021, pp. xx-yy.
DOI Link
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BibRef
Yu, Z.T.[Zi-Tong],
Li, X.B.[Xiao-Bai],
Zhao, G.Y.[Guo-Ying],
Facial-Video-Based Physiological Signal Measurement: Recent advances
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SPMag(38), No. 6, November 2021, pp. 50-58.
IEEE DOI
2112
Performance evaluation, Current measurement, Signal processing,
Photoplethysmography, Sensors, Velocity measurement,
Physiology
BibRef
Yu, Z.T.[Zi-Tong],
Shen, Y.M.[Yu-Ming],
Shi, J.G.[Jin-Gang],
Zhao, H.S.[Heng-Shuang],
Cui, Y.W.[Ya-Wen],
Zhang, J.H.[Jie-Hua],
Torr, P.H.S.[Philip H.S.],
Zhao, G.Y.[Guo-Ying],
PhysFormer++: Facial Video-Based Physiological Measurement with
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IJCV(131), No. 6, June 2023, pp. 1307-1330.
Springer DOI
2305
BibRef
Earlier: A1, A2, A3, A4, A7, A8, Only:
PhysFormer: Facial Video-based Physiological Measurement with
Temporal Difference Transformer,
CVPR22(4176-4186)
IEEE DOI
2210
Heart, Deep learning, Frequency-domain analysis, Interference,
Transformers, Photoplethysmography, Face and gestures, Biometrics, Video analysis and understanding
BibRef
Wu, C.L.[Chun-Lei],
Yuan, Z.Y.[Zi-Yu],
Wan, S.H.[Shao-Hua],
Wang, L.Q.[Lei-Quan],
Zhang, W.S.[Wei-Shan],
Anti-Jamming Heart Rate Estimation Using a Spatial-Temporal Fusion
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CVIU(216), 2022, pp. 103327.
Elsevier DOI
2202
Remote heart rate estimation, Face detection, rPPG
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Charlton, P.H.[Peter H.],
Kyriacou, P.A.[Panicos A.],
Mant, J.[Jonathan],
Marozas, V.[Vaidotas],
Chowienczyk, P.[Phil],
Alastruey, J.[Jordi],
Wearable Photoplethysmography for Cardiovascular Monitoring,
PIEEE(110), No. 3, March 2022, pp. 355-381.
IEEE DOI
2203
Reflectivity, Wearable computers, Signal processing algorithms,
Optical variables measurement, Photoplethysmography, smartwatch
BibRef
Fernando, T.[Tharindu],
Sridharan, S.[Sridha],
Denman, S.[Simon],
Fookes, C.[Clinton],
Split 'n' merge net:
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PR(126), 2022, pp. 108551.
Elsevier DOI
2204
Multi-task learning, Attention,
Cuffless blood pressure measurement, Emotion recognition
BibRef
Nowara, E.M.[Ewa M.],
Marks, T.K.[Tim K.],
Mansour, H.[Hassan],
Veeraraghavan, A.[Ashok],
Near-Infrared Imaging Photoplethysmography During Driving,
ITS(23), No. 4, April 2022, pp. 3589-3600.
IEEE DOI
2204
Cameras, Automobiles, Lighting, Vehicles, Faces, Robustness, Heart rate,
Remote photoplethysmography, imaging photoplethysmography,
driver monitoring
BibRef
Paracchini, M.[Marco],
Marcon, M.[Marco],
Villa, F.[Federica],
Cusini, I.[Iris],
Tubaro, S.[Stefano],
Fast Skin Segmentation on Low-Resolution Grayscale Images for Remote
PhotoPlethysmoGraphy,
MultMedMag(29), No. 1, January 2022, pp. 28-35.
IEEE DOI
2205
Skin, Convolutional neural networks, Image segmentation, Faces,
Gray-scale, Image color analysis, Biomedical image processing
BibRef
Liu, C.Y.[Chun-Ying],
Yu, J.J.[Ji-Jiang],
Huang, Y.[Yuwen],
Huang, F.X.[Fu-Xian],
Time-frequency fusion learning for photoplethysmography biometric
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IET-Bio(11), No. 3, 2022, pp. 187-198.
DOI Link
2205
BibRef
Donida Labati, R.[Ruggero],
Piuri, V.[Vincenzo],
Rundo, F.[Francesco],
Scotti, F.[Fabio],
Photoplethysmographic biometrics: A comprehensive survey,
PRL(156), 2022, pp. 119-125.
Elsevier DOI
2205
Biometrics, Pletismography, PPG, Survey
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Ross, A.[Arun],
Banerjee, S.[Sudipta],
Chowdhury, A.[Anurag],
Deducing health cues from biometric data,
CVIU(221), 2022, pp. 103438.
Elsevier DOI
2206
Biometrics, Healthcare, Machine learning, Privacy
BibRef
Yang, Z.[Ze],
Wang, H.F.[Hao-Fei],
Lu, F.[Feng],
Assessment of Deep Learning-Based Heart Rate Estimation Using Remote
Photoplethysmography Under Different Illuminations,
HMS(52), No. 6, December 2022, pp. 1236-1246.
IEEE DOI
2212
Remote sensing, Photoplethysmography, Deep learning, Heart rate,
Face recognition, Biomedical monitoring, Image color analysis,
remote heart rate (HR) estimation
BibRef
Song, R.[Rencheng],
Sun, X.X.[Xiao-Xue],
Cheng, J.[Juan],
Yang, X.Z.[Xue-Zhi],
Chen, X.[Xun],
Video-Based Heart Rate Measurement Against Uneven Illuminations Using
Multivariate Singular Spectrum Analysis,
SPLetters(29), 2022, pp. 2223-2227.
IEEE DOI
2212
Heart rate, Lighting, Databases, Heart beat, Correlation, Telemedicine,
Spectral analysis, Remote photoplethysmography,
uneven illumination
BibRef
Kim, H.[Hodam],
Kim, S.[Suhye],
Kim, H.M.[Hong-Min],
Ji, Y.S.[Young-Soo],
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Modulation of Driver's Emotional States by Manipulating In-Vehicle
Environment: Validation With Biosignals Recorded in An Actual Car
Environment,
AffCom(13), No. 4, October 2022, pp. 1783-1792.
IEEE DOI
2212
Vehicles, Color, Lighting, Ventilation, Electroencephalography,
Automobiles, Music, Driving safety, Emotion, Machine learning,
photoplethysmogram (PPG)
BibRef
McDuff, D.[Daniel],
Camera Measurement of Physiological Vital Signs,
Surveys(55), No. 9, January 2023, pp. xx-yy.
DOI Link
2302
Survey, Photoplethysmography. signal processing, machine learning, Physiology, thermal imaging
BibRef
Yamashita, M.[Masaru],
Acoustic HMMs to Detect Abnormal Respiration with Limited Training Data,
IEICE(E106-D), No. 3, March 2023, pp. 374-380.
WWW Link.
2303
BibRef
Yang, J.W.[Jia-Wei],
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Fränti, P.[Pasi],
Classification of Interbeat Interval Time-Series Using Attention
Entropy,
AffCom(14), No. 1, January 2023, pp. 321-330.
IEEE DOI
2303
Entropy, Heart rate variability, Delays, Complexity theory,
Time-frequency analysis, Diseases, Attention entropy, synthetic signals
BibRef
Rissler, R.[Raphael],
Nadj, M.[Mario],
Li, M.X.[Maximilian X.],
Loewe, N.[Nico],
Knierim, M.T.[Michael T.],
Maedche, A.[Alexander],
To Be or Not to Be in Flow at Work: Physiological Classification of
Flow Using Machine Learning,
AffCom(14), No. 1, January 2023, pp. 463-474.
IEEE DOI
2303
Heart rate variability, Physiology, Task analysis, Information systems,
Real-time systems, Particle measurements, lab experiment
BibRef
Paterniani, G.[Giacomo],
Sgreccia, D.[Daria],
Davoli, A.[Alessandro],
Guerzoni, G.[Giorgio],
di Viesti, P.[Pasquale],
Valenti, A.C.[Anna Chiara],
Vitolo, M.[Marco],
Vitetta, G.M.[Giorgio M.],
Boriani, G.[Giuseppe],
Radar-Based Monitoring of Vital Signs: A Tutorial Overview,
PIEEE(111), No. 3, March 2023, pp. 277-317.
IEEE DOI
2303
Radar, Monitoring, Radar antennas, Antenna arrays, Estimation,
Tutorials, Heart, MIMO, Biomedical monitoring, Health monitoring,
vital signs
BibRef
Li, B.[Bin],
Zhang, P.P.[Pan-Pan],
Peng, J.Y.[Jin-Ye],
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Non-contact PPG signal and heart rate estimation with
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PR(139), 2023, pp. 109421.
Elsevier DOI
2304
Remote heart rate measurement,
Multi-hierarchical feature fusion, Spatio-temporal convolution
BibRef
Islam, S.M.M.[Shekh Md Mahmudul],
Molinaro, N.[Nunzia],
Silvestri, S.[Sergio],
Schena, E.[Emiliano],
Massaroni, C.[Carlo],
Respiratory Feature Extraction for Contactless Breathing Pattern
Recognition Using a Single Digital Camera,
HMS(53), No. 3, June 2023, pp. 642-651.
IEEE DOI
2306
Feature extraction, Biomedical monitoring, Digital cameras,
Time-domain analysis, Monitoring, Time measurement, Standards,
respiratory features
BibRef
Zhao, C.C.[Chang-Chen],
Wang, H.S.[Hong-Sheng],
Chen, H.L.[Hui-Ling],
Shi, W.W.[Wei-Wei],
Feng, Y.J.[Yuan-Jing],
JAMSNet: A Remote Pulse Extraction Network Based on Joint Attention
and Multi-Scale Fusion,
CirSysVideo(33), No. 6, June 2023, pp. 2783-2797.
IEEE DOI
2306
Feature extraction, Heart rate, Data mining, Source separation,
Motion artifacts, Convolution, Skin,
joint attention
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Hu, B.[Bojun],
Jin, B.[Biao],
Xue, H.[Hao],
Zhang, Z.K.[Zhen-Kai],
Xu, Z.Y.[Zhao-Yang],
Zhu, X.H.[Xiao-Hua],
Heartbeat information prediction based on transformer model using
millimetre-wave radar,
IET-Bio(12), No. 4, 2023, pp. 235-243.
DOI Link
2308
ECG biometrics, Fourier transforms, low-pass filters,
medical signal processing, neural nets, signal processing for biometrics
BibRef
Zhang, X.[Xiaobiao],
Xia, Z.Q.[Zhao-Qiang],
Liu, L.[Lili],
Feng, X.Y.[Xiao-Yi],
Demodulation Based Transformer for rPPG Generation and Heart Rate
Estimation,
SPLetters(30), 2023, pp. 1042-1046.
IEEE DOI
2309
BibRef
Yue, Z.J.[Zi-Jie],
Shi, M.J.[Miao-Jing],
Ding, S.[Shuai],
Facial Video-Based Remote Physiological Measurement via
Self-Supervised Learning,
PAMI(45), No. 11, November 2023, pp. 13844-13859.
IEEE DOI
2310
BibRef
Chang, W.T.[Wei-Ting],
Lin, B.S.[Bor-Shing],
Chen, Y.L.[Yung-Lin],
Chen, H.Y.[Heng-Yin],
Liu, C.[Chengyu],
Hwang, Y.T.[Yi-Ting],
Lin, B.S.[Bor-Shyh],
Design of Smart Clothing With Automatic Cardiovascular Diseases
Detection,
HMS(53), No. 5, October 2023, pp. 905-914.
IEEE DOI
2310
BibRef
Liu, S.Q.[Si-Qi],
Yuen, P.C.[Pong C.],
Robust Remote Photoplethysmography Estimation With Environmental
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IP(33), 2024, pp. 27-41.
IEEE DOI
2312
BibRef
Lin, D.M.[Dong-Mei],
Wang, H.[Hengkun],
Zhang, A.[Aihua],
Gu, J.[Jason],
Chen, X.L.[Xiao-Lei],
Li, C.[Ce],
Ma, Y.[Yurun],
Non-invasive measurement of blood pressure waveform based on
spatiotemporal multi-dimensional pulse waves,
IJIST(34), No. 2, 2024, pp. e22991.
DOI Link
2402
Bi-directional long-short-term memory (BiLSTM) networks,
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BibRef
Tan, X.D.[Xu-Dong],
Hu, M.[Menghan],
Zhai, G.T.[Guang-Tao],
Zhu, Y.[Yan],
Li, W.F.[Wen-Fang],
Zhang, X.P.[Xiao-Ping],
Lightweight Video-Based Respiration Rate Detection Algorithm: An
Application Case on Intensive Care,
MultMed(26), 2024, pp. 1761-1775.
IEEE DOI
2402
Feature extraction, Optical flow, Estimation, Temperature measurement,
Signal detection, Videos, Cameras, respiratory rate measurements
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Liu, L.[Lili],
Xia, Z.Q.[Zhao-Qiang],
Zhang, X.[Xiaobiao],
Peng, J.Y.[Jin-Ye],
Feng, X.Y.[Xiao-Yi],
Zhao, G.Y.[Guo-Ying],
Information-Enhanced Network for Noncontact Heart Rate Estimation
From Facial Videos,
CirSysVideo(34), No. 4, April 2024, pp. 2136-2150.
IEEE DOI
2404
Heart rate, Estimation, Videos, Feature extraction,
Frequency estimation, Spatiotemporal phenomena, Lighting,
frequency enhanced estimation
BibRef
Shao, H.[Hang],
Luo, L.[Lei],
Qian, J.J.[Jian-Jun],
Chen, S.[Shuo],
Hu, C.[Chuanfei],
Yang, J.[Jian],
TranPhys: Spatiotemporal Masked Transformer Steered Remote
Photoplethysmography Estimation,
CirSysVideo(34), No. 4, April 2024, pp. 3030-3042.
IEEE DOI
2404
Spatiotemporal phenomena, Skin, Transformers, Image color analysis,
Heart rate, Estimation, vision transformer
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Thakkar, P.B.[Priyanka Bibay],
Talwekar, R.H.,
An Efficient Blood Pressure Estimation and Risk Analysis System of PPG
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DOI Link
2404
BibRef
Islam, M.Z.[Md Zobaer],
Martin, B.[Brenden],
Gotcher, C.[Carly],
Martinez, T.[Tyler],
O'Hara, J.F.[John F.],
Ekin, S.[Sabit],
Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave
Sensing,
HMS(54), No. 3, June 2024, pp. 292-303.
IEEE DOI
2405
Monitoring, Robot sensing systems, Anomaly detection,
Optical sensors, Optical distortion, Sleep apnea, Ribs,
respiration monitoring
BibRef
Singh, A.[Anuradha],
Rehman, S.U.[Saeed Ur],
Yongchareon, S.[Sira],
Chong, P.H.J.[Peter Han Joo],
Human Vital Signs Estimation Using Resonance Sparse Spectrum
Decomposition,
HMS(54), No. 3, June 2024, pp. 304-316.
IEEE DOI
2405
Heart rate, Harmonic analysis, Estimation, Noise, Resonant frequency,
Q-factor, Time-frequency analysis, Contactless,
vital sign
BibRef
Li, Q.[Qi],
Guo, D.[Dan],
Qian, W.[Wei],
Tian, X.[Xilan],
Sun, X.[Xiao],
Zhao, H.F.[Hai-Feng],
Wang, M.[Meng],
Channel-Wise Interactive Learning for Remote Heart Rate Estimation
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CirSysVideo(34), No. 6, June 2024, pp. 4542-4555.
IEEE DOI
2406
Heart rate, Estimation, Color, Physiology, Skin, Signal resolution,
Task analysis, Remote photoplethysmography, facial videos,
heart rate
BibRef
Sun, Z.D.[Zhao-Dong],
Li, X.B.[Xiao-Bai],
Contrast-Phys+: Unsupervised and Weakly-Supervised Video-Based Remote
Physiological Measurement via Spatiotemporal Contrast,
PAMI(46), No. 8, August 2024, pp. 5835-5851.
IEEE DOI
2407
BibRef
And:
Contrast-Phys: Unsupervised Video-Based Remote Physiological
Measurement via Spatiotemporal Contrast,
ECCV22(XII:492-510).
Springer DOI
2211
Videos, Physiology, Training, Biomedical measurement,
Self-supervised learning, Photoplethysmography, Faces, contrastive learning
BibRef
Niu, X.S.[Xue-Song],
Yu, Z.T.[Zi-Tong],
Han, H.[Hu],
Li, X.B.[Xiao-Bai],
Shan, S.G.[Shi-Guang],
Zhao, G.Y.[Guo-Ying],
Video-based Remote Physiological Measurement via Cross-verified Feature
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ECCV20(II:295-310).
Springer DOI
2011
BibRef
Yan, M.[Mengkai],
Qian, J.J.[Jian-Jun],
Shao, H.[Hang],
Luo, L.[Lei],
Yang, J.[Jian],
FeverNet: Enabling accurate and robust remote fever screening,
PR(156), 2024, pp. 110755.
Elsevier DOI
2408
Fever screening, Thermal infrared image, Neural network,
Public health surveillance
BibRef
Nölke, J.H.[Jan-Hinrich],
Adler, T.J.[Tim J.],
Schellenberg, M.[Melanie],
Dreher, K.K.[Kris K.],
Holzwarth, N.[Niklas],
Bender, C.J.[Christoph J.],
Tizabi, M.D.[Minu D.],
Seitel, A.[Alexander],
Maier-Hein, L.[Lena],
Photoacoustic Quantification of Tissue Oxygenation Using Conditional
Invertible Neural Networks,
MedImg(43), No. 9, September 2024, pp. 3366-3376.
IEEE DOI
2409
Optical imaging, Biomedical optical imaging, Training,
Optical variables measurement, Standards, Couplings, Vectors,
tissue oxygenation
BibRef
Baldini, A.[Andrea],
Patron, E.[Elisabetta],
Gentili, C.[Claudio],
Scilingo, E.P.[Enzo Pasquale],
Greco, A.[Alberto],
Novel VR-Based Biofeedback Systems: A Comparison Between Heart Rate
Variability- and Electrodermal Activity-Driven Approaches,
AffCom(15), No. 3, July 2024, pp. 1580-1589.
IEEE DOI
2409
Anxiety disorders, Heart rate variability, Physiology, Training,
Biological control systems, Sociology, Protocols, Biofeedback, virtual reality
BibRef
Zhang, X.Y.[Xin-Yu],
Sun, W.Y.[Wei-Yu],
Lu, H.[Hao],
Chen, Y.[Ying],
Ge, Y.[Yun],
Huang, X.L.[Xiao-Lin],
Yuan, J.[Jie],
Chen, Y.[Yingcong],
Self-Similarity Prior Distillation for Unsupervised Remote
Physiological Measurement,
MultMed(26), 2024, pp. 10290-10305.
IEEE DOI
2410
Physiology, Computational modeling, Noise, Task analysis, Heart beat,
Estimation, Photoplethysmography, self-distillation
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Braun, B.[Björn],
McDuff, D.[Daniel],
Holz, C.[Christian],
How Suboptimal is Training rPPG Models with Videos and Targets from
Different Body Sites?,
CVPM24(410-418)
IEEE DOI
2410
Training, Wrist, Forehead, Current measurement, Volume measurement,
Estimation, Predictive models
BibRef
Zhao, P.F.[Peng-Fei],
Sun, Q.[Qigong],
Tian, X.L.[Xiao-Lin],
Yang, Y.[Yige],
Tao, S.[Shuo],
Cheng, J.[Jie],
Chen, J.[Jiantong],
Toward Motion Robustness: A masked attention regularization framework
in remote photoplethysmography,
CVPM24(7829-7838)
IEEE DOI
2410
Location awareness, Visualization, Semantics, Detectors,
Photoplethysmography, Robustness, Spatiotemporal phenomena
BibRef
Vedernikov, A.[Alexander],
Sun, Z.D.[Zhao-Dong],
Kykyri, V.L.[Virpi-Liisa],
Pohjola, M.[Mikko],
Nokia, M.[Miriam],
Li, X.B.[Xiao-Bai],
Analyzing Participants' Engagement during Online Meetings Using
Unsupervised Remote Photoplethysmography with Behavioral Features,
CVPM24(389-399)
IEEE DOI
2410
Accuracy, Atmospheric measurements, Estimation, Web conferencing,
Sensor phenomena and characterization, Photoplethysmography,
Particle measurements
BibRef
Vance, N.[Nathan],
Flynn, P.[Patrick],
Refining Remote Photoplethysmography Architectures using CKA and
Empirical Methods,
CVPM24(380-388)
IEEE DOI
2410
Training, Error analysis, Computational modeling, Refining,
Redundancy, Computer architecture, Photoplethysmography, rPPG, CKA
BibRef
Wegerif, S.[Simon],
Veleslavov, I.[Ivan],
van Putten, L.D.[Lieke Dorine],
Bamford, K.E.[Kate Emily],
Misra, G.[Gauri],
Mullen, N.[Niall],
Paediatric Pulse Rate Measurements: a Comparison of Methods using
Remote Photoplethysmography,
CVPM24(364-370)
IEEE DOI
2410
Pediatrics, Accuracy, Pulse measurements,
Frequency-domain analysis, Data collection, Photoplethysmography,
Time-domain analysis
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Cantrill, S.[Sam],
Ahmedt-Aristizabal, D.[David],
Petersson, L.[Lars],
Suominen, H.[Hanna],
Armin, M.A.[Mohammad Ali],
Orientation-conditioned Facial Texture Mapping for Video-based Facial
Remote Photoplethysmography Estimation,
CVPM24(354-363)
IEEE DOI Code:
WWW Link.
2410
Solid modeling, Pulse measurements, Dynamics, Estimation,
Photoplethysmography, Robustness, rppg, motion
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Savic, M.[Marko],
Zhao, G.Y.[Guo-Ying],
RS-rPPG: Robust Self-Supervised Learning for rPPG,
FG24(1-10)
IEEE DOI Code:
WWW Link.
2408
Face recognition, Working environment noise, Telemedicine,
Self-supervised learning, Semisupervised learning, Transformers, Physiology
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Comas, J.[Joaquim],
Ruiz, A.[Adria],
Sukno, F.[Federico],
Deep adaptative spectral zoom for improved remote heart rate
estimation,
FG24(1-10)
IEEE DOI
2408
Heart rate, Adaptation models, Accuracy, Fast Fourier transforms,
Estimation, Transforms, Frequency estimation
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Paruchuri, A.[Akshay],
Liu, X.[Xin],
Pan, Y.[Yulu],
Patel, S.[Shwetak],
McDuff, D.[Daniel],
Sengupta, S.[Soumyadip],
Motion Matters: Neural Motion Transfer for Better Camera
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WACV24(5921-5930)
IEEE DOI Code:
WWW Link.
2404
Training, Training data, Data augmentation, Cameras, Physiology,
Data models, Reflection, Applications, Remote Sensing
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Narayanswamy, G.[Girish],
Liu, Y.J.[Yu-Jia],
Yang, Y.Z.[Yu-Zhe],
Ma, C.Q.[Cheng-Qian],
Liu, X.[Xin],
McDuff, D.[Daniel],
Patel, S.[Shwetak],
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and
Temporal Physiological Measurements,
WACV24(7899-7909)
IEEE DOI
2404
Visualization, Pulse measurements, Computational modeling,
Computer architecture, Licenses, Multitasking, Applications, Remote Sensing
BibRef
Srivastava, R.[Rohini],
Patel, K.K.[Kunvar Kant],
Kumar, B.[Basant],
Accuracy assessment of a hand-held PPG based ECG acquisition device
using 2-D CNN,
ICCVMI23(1-5)
IEEE DOI
2403
Heart, Performance evaluation, Electrocardiography,
Predictive models, Real-time systems, Kaggle
BibRef
Li, Z.H.[Zhi-Hua],
Yin, L.J.[Li-Jun],
Contactless Pulse Estimation Leveraging Pseudo Labels and
Self-Supervision,
ICCV23(20531-20540)
IEEE DOI
2401
BibRef
Yang, G.[Gengqian],
Metcalfe, B.[Benjamin],
Watson, R.[Robert],
Evans, A.[Adrian],
Non-contact Heart Rate Monitoring: A Comparative Study of Computer
Vision and Radar Approaches,
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Springer DOI
2312
BibRef
Shenoy, V.R.[Vineet R.],
Marks, T.K.[Tim K.],
Mansour, H.[Hassan],
Lohit, S.[Suhas],
Unrolled iPPG: Video Heart Rate Estimation via Unrolling Proximal
Gradient Descent,
ICIP23(2715-2719)
IEEE DOI
2312
BibRef
Wang, K.[Kai],
Liu, X.H.[Xiao-Hong],
Luo, Z.C.[Zheng-Chao],
Feng, F.[Fajin],
Wang, G.Y.[Guang-Yu],
TAMM: A Task-Adaptive Multi-Modal Fusion Network for Facial-Related
Health Assessments on 3D Facial Images,
ICIP23(1670-1674)
IEEE DOI
2312
BibRef
Du, J.[Jingda],
Liu, S.Q.[Si-Qi],
Zhang, B.[Bochao],
Yuen, P.C.[Pong C.],
Dual-bridging with Adversarial Noise Generation for Domain Adaptive
rPPG Estimation,
CVPR23(10355-10364)
IEEE DOI
2309
BibRef
Speth, J.[Jeremy],
Vance, N.[Nathan],
Flynn, P.[Patrick],
Czajka, A.[Adam],
Non-Contrastive Unsupervised Learning of Physiological Signals from
Video,
CVPR23(14464-14474)
IEEE DOI
2309
BibRef
Li, F.[Fulan],
Thapa, S.[Surendrabikram],
Bhat, S.[Shreyas],
Sarkar, A.[Abhijit],
Abbott, A.L.[A. Lynn],
A Temporal Encoder-Decoder Approach to Extracting Blood Volume Pulse
Signal Morphology from Face Videos,
CVPM23(5965-5974)
IEEE DOI
2309
BibRef
Carter, J.F.[Jonathan F.],
Jorge, J.[João],
Gibson, O.[Oliver],
Tarassenko, L.[Lionel],
SleepVST: Sleep Staging from Near-Infrared Video Signals using
Pre-Trained Transformers,
CVPR24(12479-12489)
IEEE DOI
2410
Pulse measurements, Video reviews, Arrhythmia, Transfer learning,
Transformers, Sleep apnea, sleep staging, transformers, remote monitoring
BibRef
Carter, J.F.[Jonathan F.],
Jorge, J.[João],
Venugopal, B.[Bindia],
Gibson, O.[Oliver],
Tarassenko, L.[Lionel],
Deep Learning-Enabled Sleep Staging From Vital Signs and Activity
Measured Using a Near-Infrared Video Camera,
CVPM23(5940-5949)
IEEE DOI
2309
BibRef
Qiu, C.C.[Chu Chu],
Chin, J.W.[Jing Wei],
Wong, K.L.[Kwan Long],
Chan, T.T.[Tsz Tai],
He, Y.D.[Yu Dong],
So, R.H.Y.[Richard H. Y.],
Remote mass facial temperature screening in varying ambient
temperatures and distances,
CVPM23(6068-6076)
IEEE DOI
2309
BibRef
Odinaev, I.[Ismoil],
Chin, J.W.[Jing Wei],
Luo, K.H.[Kin Ho],
Ke, Z.[Zhang],
SO, R.H.Y.[Richard H.Y.],
Wong, K.L.[Kwan Long],
Optimizing Camera Exposure Control Settings for Remote Vital Sign
Measurements in Low-Light Environments,
CVPM23(6086-6093)
IEEE DOI
2309
BibRef
Chen, S.T.[Shu-Tao],
Ho, S.K.[Sui Kei],
Chin, J.W.[Jing Wei],
Luo, K.H.[Kin Ho],
Chan, T.T.[Tsz Tai],
So, R.H.Y.[Richard H.Y.],
Wong, K.L.[Kwan Long],
Deep learning-based image enhancement for robust remote
photoplethysmography in various illumination scenarios,
CVPM23(6077-6085)
IEEE DOI
2309
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Hansen, P.[Patrik],
Lozano, M.G.[Marianela García],
Kamrani, F.[Farzad],
Brynielsson, J.[Joel],
Real-Time Estimation of Heart Rate in Situations Characterized by
Dynamic Illumination using Remote Photoplethysmography,
CVPM23(6094-6103)
IEEE DOI
2309
BibRef
Lee, J.S.[Jun Seong],
Hwang, G.[Gyutae],
Ryu, M.[Moonwook],
Lee, S.J.[Sang Jun],
LSTC-rPPG: Long Short-Term Convolutional Network for Remote
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CVPM23(6015-6023)
IEEE DOI
2309
BibRef
Niu, L.[Lu],
Speth, J.[Jeremy],
Vance, N.[Nathan],
Sporrer, B.[Ben],
Czajka, A.[Adam],
Flynn, P.[Patrick],
Full-Body Cardiovascular Sensing with Remote Photoplethysmography,
CVPM23(5994-6004)
IEEE DOI
2309
BibRef
Vance, N.[Nathan],
Speth, J.[Jeremy],
Sporrer, B.[Benjamin],
Flynn, P.[Patrick],
Promoting Generalization in Cross-Dataset Remote Photoplethysmography,
CVPM23(5985-5993)
IEEE DOI
2309
BibRef
Deshpande, Y.[Yogesh],
Thapa, S.[Surendrabikram],
Sarkar, A.[Abhijit],
Abbott, A.L.[A. Lynn],
Camera-based Recovery of Cardiovascular Signals from Unconstrained
Face Videos using an Attention Network,
CVPM23(5975-5984)
IEEE DOI
2309
BibRef
Liu, Z.[Zimeng],
Huang, B.[Bin],
Lin, C.L.[Chun-Liang],
Wu, C.L.[Chieh-Liang],
Zhao, C.C.[Chang-Chen],
Chao, W.C.[Wen-Cheng],
Wu, Y.C.[Yu-Cheng],
Zheng, Y.[Yadan],
Wang, Z.[Zhiru],
Contactless Respiratory Rate Monitoring For ICU Patients Based On
Unsupervised Learning,
CVPM23(6005-6014)
IEEE DOI
2309
BibRef
Zhalbekov, I.[Iskander],
Beynenson, L.[Leonid],
Trushkov, A.[Alexey],
Bulychev, I.[Ivan],
Yin, W.[Wenshuai],
Frequency Tracker for Unsupervised Heart Rate Estimation,
CVPM23(6024-6033)
IEEE DOI
2309
BibRef
Kowalczyk, N.[Natalia],
Ruminski, J.[Jacek],
Respiratory Rate Estimation Based on Detected Mask Area in Thermal
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CVPM23(6042-6051)
IEEE DOI
2309
BibRef
van Putten, L.D.,
Bamford, K.E.,
Improving Systolic Blood Pressure Prediction from Remote
Photoplethysmography Using a Stacked Ensemble Regressor,
CVPM23(5957-5964)
IEEE DOI
2309
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Rubins, U.[Uldis],
Miscuks, A.[Aleksejs],
Qawqzeh, Y.[Yousef],
Marcinkevics, Z.[Zbignevs],
Grabovskis, A.[Andris],
Photoplethysmography imaging algorithm for real-time monitoring of
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CVPM23(5950-5956)
IEEE DOI
2309
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Ambita, A.A.E.[Ara Abigail E.],
Co, C.S.[Catherine S.],
David, L.T.[Laura T.],
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Multispectral-based Imaging and Machine Learning for Noninvasive Blood
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Riani, K.[Kais],
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Non-Contact Based Modeling of Enervation,
FG23(1-8)
IEEE DOI
2303
Temperature sensors, Heart rate, Pipelines, Physiology, Skin,
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Shan, S.G.[Shi-Guang],
Chen, X.L.[Xi-Lin],
BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate
Estimation,
FG21(01-08)
IEEE DOI
2303
Heart rate, Face recognition, Frequency-domain analysis,
Estimation, Gesture recognition, Photoplethysmography
BibRef
Liu, X.[Xin],
Hill, B.[Brian],
Jiang, Z.H.[Zi-Heng],
Patel, S.[Shwetak],
McDuff, D.[Daniel],
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based
Cardiac Measurement,
WACV23(4997-5006)
IEEE DOI
2302
Performance evaluation, Computational modeling,
Image edge detection, Machine learning, Transformers, body pose
BibRef
Gupta, A.K.[Anup Kumar],
Kumar, R.[Rupesh],
Birla, L.[Lokendra],
Gupta, P.[Puneet],
RADIANT: Better rPPG estimation using signal embeddings and
Transformer,
WACV23(4965-4975)
IEEE DOI
2302
Heart rate, Image color analysis, Estimation, Transformers,
Feature extraction, Convolutional neural networks,
Applications: Biomedical/healthcare/medicine
BibRef
Birla, L.[Lokendra],
Shukla, S.[Sneha],
Gupta, A.K.[Anup Kumar],
Gupta, P.[Puneet],
ALPINE: Improving Remote Heart Rate Estimation using Contrastive
Learning,
WACV23(5018-5027)
IEEE DOI
2302
Heart rate, Training, Diversity reception, Estimation, Transformers,
Skin, Plethysmography, Applications: Biomedical/healthcare/medicine
BibRef
Lan, E.[Ella],
Performer: A Novel PPG-to-ECG Reconstruction Transformer for a
Digital Biomarker of Cardiovascular Disease Detection,
WACV23(1990-1998)
IEEE DOI
2302
Point of care, Prototypes, Electrocardiography, Signal processing,
Transformers, Photoplethysmography,
Vision + language and/or other modalities
BibRef
Hsieh, C.J.[Cheng-Ju],
Chung, W.H.[Wei-Hao],
Hsu, C.T.[Chiou-Ting],
Augmentation of rPPG Benchmark Datasets: Learning to Remove and Embed
rPPG Signals via Double Cycle Consistent Learning from Unpaired Facial
Videos,
ECCV22(XVI:372-387).
Springer DOI
2211
WWW Link.
BibRef
Li, T.[Tingle],
Liu, Y.C.[Yi-Chen],
Owens, A.[Andrew],
Zhao, H.[Hang],
Learning Visual Styles from Audio-Visual Associations,
ECCV22(XXXVII:235-252).
Springer DOI
2211
BibRef
Choi, J.H.[Jae-Ho],
Kang, K.B.[Ki-Bong],
Kim, K.T.[Kyung-Tae],
Remote Respiration Monitoring of Moving Person Using Radio Signals,
ECCV22(XXXVII:253-270).
Springer DOI
2211
BibRef
Napolean, Y.,
Marwade, A.,
Tomen, N.,
Alkemade, P.,
Eijsvogels, T.,
van Gemert, J.C.,
Heart rate estimation in intense exercise videos,
ICIP22(3933-3937)
IEEE DOI
2211
Heart rate, Degradation, Tracking, Pipelines, Estimation, Cameras,
Task analysis, Heart rate estimation, challenging new dataset,
spatio-temporal superpixels
BibRef
Huang, G.H.[Guan-Hao],
Lu, H.[Hong],
Zhu, X.[Xing],
Luo, J.J.[Jing-Jing],
3DCNN-Based Palpation Localization with Temporal Attention Module,
ICIP22(871-875)
IEEE DOI
2211
Wrist, Location awareness, Image resolution, Image analysis,
Telemedicine, Medical treatment, Physiology, TCM, Pulse Localization,
Temporal Attention
BibRef
Wang, Z.[Zhen],
Ba, Y.H.[Yun-Hao],
Chari, P.[Pradyumna],
Bozkurt, O.D.[Oyku Deniz],
Brown, G.[Gianna],
Patwa, P.[Parth],
Vaddi, N.[Niranjan],
Jalilian, L.[Laleh],
Kadambi, A.[Achuta],
Synthetic Generation of Face Videos with Plethysmograph Physiology,
CVPR22(20555-20564)
IEEE DOI
2210
Face recognition, Telemedicine, Sociology, Photoplethysmography,
Skin, Synchronization, Biomedical monitoring, Medical,
Image and video synthesis and generation
BibRef
Botina-Monsalve, D.,
Benezeth, Y.,
Miteran, J.,
RTrPPG: An Ultra Light 3DCNN for Real-Time Remote
Photoplethysmography,
CVPM22(2145-2153)
IEEE DOI
2210
Time-frequency analysis, Image color analysis,
Computational modeling, Graphics processing units,
Real-time systems
BibRef
Iuchi, K.[Kaito],
Miyazaki, R.[Ryogo],
Cardoso, G.C.[George C.],
Ogawa-Ochiai, K.[Keiko],
Tsumura, N.[Norimichi],
Remote Estimation of Continuous Blood Pressure by a Convolutional
Neural Network Trained on Spatial Patterns of Facial Pulse Waves,
CVPM22(2138-2144)
IEEE DOI
2210
Correlation coefficient, Interpolation, Face recognition,
Conferences, Estimation, Blood pressure
BibRef
Wu, B.F.[Bing-Fei],
Chiu, L.W.[Li-Wen],
Wu, Y.C.[Yi-Chiao],
Lai, C.C.[Chun-Chih],
Chu, P.H.[Pao-Hsien],
Contactless Blood Pressure Measurement via Remote
Photoplethysmography with Synthetic Data Generation Using Generative
Adversarial Network,
CVPM22(2129-2137)
IEEE DOI
2210
Training, Interference, Photoplethysmography,
Generative adversarial networks, Blood pressure,
Pattern recognition
BibRef
Liu, X.[Xin],
Zhang, M.C.[Ming-Chuan],
Jiang, Z.H.[Zi-Heng],
Patel, S.[Shwetak],
McDuff, D.[Daniel],
Federated Remote Physiological Measurement with Imperfect Data,
CVPM22(2154-2163)
IEEE DOI
2210
Training, Performance evaluation, Training data,
Collaborative work, Sensors, Noise measurement, Biomedical monitoring
BibRef
Wong, K.L.[Kwan Long],
Chin, J.W.[Jing Wei],
Chan, T.T.[Tsz Tai],
Odinaev, I.[Ismoil],
Suhartono, K.[Kristian],
Kang, T.Q.[Tian-Qu],
So, R.H.Y.[Richard H. Y.],
Optimising rPPG Signal Extraction by Exploiting Facial Surface
Orientation,
CVPM22(2164-2170)
IEEE DOI
2210
Forehead, Correlation, Face recognition, Cameras, Photoplethysmography
BibRef
Schrumpf, F.[Fabian],
Serdack, P.R.[Paul Rudi],
Fuchs, M.[Mirco],
Regression or Classification? Reflection on BP prediction from PPG
data using Deep Neural Networks in the scope of practical
applications,
CVPM22(2171-2180)
IEEE DOI
2210
Heart rate, Deep learning, Neural networks, Estimation, Computer architecture
BibRef
Comas, J.[Joaquim],
Ruiz, A.[Adrià],
Sukno, F.[Federico],
Efficient Remote Photoplethysmography with Temporal Derivative
Modules and Time-Shift Invariant Loss,
CVPM22(2181-2190)
IEEE DOI
2210
Training, Adaptation models, Convolution, Computational modeling,
Estimation, Photoplethysmography, Time division multiplexing
BibRef
Kossack, B.[Benjamin],
Wisotzky, E.[Eric],
Eisert, P.[Peter],
Schraven, S.P.[Sebastian P.],
Globke, B.[Brigitta],
Hilsmann, A.[Anna],
Perfusion assessment via local remote photoplethysmography (rPPG),
CVPM22(2191-2200)
IEEE DOI
2210
Visualization, Surgery, Authentication, Photoplethysmography, Skin,
Monitoring
BibRef
Sabour, R.M.[Rita Meziati],
Benezeth, Y.[Yannick],
Gated Recurrent Unit-Based RNN for Remote Photoplethysmography Signal
Segmentation,
CVPM22(2201-2209)
IEEE DOI
2210
Computer network reliability, Neural networks,
Electrocardiography, Logic gates, Photoplethysmography, Skin
BibRef
Bukum, K.[Kamil],
Savur, C.[Celal],
Tsouri, G.R.[Gill R.],
Deep Learning Classifier for Advancing Video Monitoring of Atrial
Fibrillation,
CVPM22(2210-2218)
IEEE DOI
2210
Deep learning, Costs, Webcams, Atrial fibrillation,
Benchmark testing, Electrocardiography, Skin
BibRef
Akaho, R.[Rina],
Yoshioka, M.[Mototaka],
Strain Detection based on Breath and Motion Features Obtained by a
Force Sensor for Smart Toilet Systems,
CVPM22(2113-2120)
IEEE DOI
2210
Conferences, Windings, Time series analysis, Medical services,
Feature extraction, Microwave theory and techniques
BibRef
Gao, H.Y.[Hao-Yuan],
Wu, X.P.[Xiao-Pei],
Geng, J.D.[Ji-Dong],
Lv, Y.[Yang],
Remote Heart Rate Estimation by Signal Quality Attention Network,
CVPM22(2121-2128)
IEEE DOI
2210
Heart rate, Training, Uncertainty, Computer network reliability,
Estimation, Predictive models, Prediction algorithms
BibRef
Speth, J.[Jeremy],
Vance, N.[Nathan],
Flynn, P.J.[Patrick J.],
Bowyer, K.W.[Kevin W.],
Czajka, A.[Adam],
Remote Pulse Estimation in the Presence of Face Masks,
CVPM22(2085-2094)
IEEE DOI
2210
Training, Face recognition, Computational modeling, Estimation,
Photoplethysmography, Recording
BibRef
Zhao, C.C.[Chang-Chen],
Cao, P.C.[Peng-Cheng],
Xu, S.[Shoushuai],
Li, Z.G.[Zheng-Guo],
Feng, Y.J.[Yuan-Jing],
Pruning rPPG Networks: Toward Small Dense Network with Limited Number
of Training Samples,
CVPM22(2054-2063)
IEEE DOI
2210
Training, Sensitivity, Neural networks,
Network architecture, Photoplethysmography, Behavioral sciences
BibRef
Carvalho, M.[Miguel],
Brás, S.[Susana],
Heartbeat Selection Based on Outlier Removal,
IbPRIA22(218-229).
Springer DOI
2205
BibRef
Gideon, J.[John],
Stent, S.[Simon],
The Way to my Heart is through Contrastive Learning: Remote
Photoplethysmography from Unlabelled Video,
ICCV21(3975-3984)
IEEE DOI
2203
Training, Volume measurement, Pipelines, Neural networks,
Training data, Photoplethysmography, Skin, Medical, biological,
Vision applications and systems
BibRef
Speth, J.[Jeremy],
Vance, N.[Nathan],
Flynn, P.J.[Patrick J.],
Bowyer, K.W.[Kevin W.],
Czajka, A.[Adam],
Digital and Physical-World Attacks on Remote Pulse Detection,
WACV22(2795-2804)
IEEE DOI
2202
Performance evaluation, Lighting,
Medical services, Photoplethysmography, Light emitting diodes,
Security/Surveillance
BibRef
Comas, A.[Armand],
Marks, T.K.[Tim K.],
Mansour, H.[Hassan],
Lohit, S.[Suhas],
Ma, Y.[Yechi],
Liu, X.M.[Xiao-Ming],
Turnip: Time-Series U-Net With Recurrence for NIR Imaging PPG,
ICIP21(309-313)
IEEE DOI
2201
Adaptation models, Time series analysis, Neural networks, Lighting,
Estimation, Feature extraction, Photoplethysmography,
deep learning
BibRef
Goudarz, R.H.[Reza Heydari],
Mousavi, S.S.[Seyedeh Somayyeh],
Charmi, M.[Mostafa],
Introducing a New Feature Extraction Method for Non-Contact Blood
Pressure Estimating Through iPPG Signals Extracted using G-R Method
from Video Images of Different Facial Regions,
IPRIA21(1-8)
IEEE DOI
2201
Signal processing algorithms, Feature extraction,
Photoplethysmography, Blood pressure, Skin, Biomedical monitoring,
Blood Pressure
BibRef
Hu, C.Y.[Cheng-Yang],
Zhang, K.Y.[Ke-Yue],
Yao, T.P.[Tai-Ping],
Ding, S.H.[Shou-Hong],
Li, J.L.[Ji-Lin],
Huang, F.Y.[Fei-Yue],
Ma, L.Z.[Li-Zhuang],
An End-to-end Efficient Framework for Remote Physiological Signal
Sensing,
RePSS21(2378-2384)
IEEE DOI
2112
Convolution, Heart beat, Pulse measurements, Volume measurement,
Estimation, Feature extraction, Physiology, n/a
BibRef
Liu, X.N.[Xue-Nan],
Yang, X.Z.[Xue-Zhi],
Meng, Z.Y.[Zi-Yan],
Wang, Y.[Ye],
Zhang, J.[Jie],
Wong, A.[Alexander],
MANet: a Motion-Driven Attention Network for Detecting the Pulse from
a Facial Video with Drastic Motions,
RePSS21(2385-2390)
IEEE DOI
2112
Image color analysis, Nose, Imaging, Photoplethysmography, Skin,
Robustness, Physiology, n/a
BibRef
Du, J.D.[Jing-Da],
Liu, S.Q.[Si-Qi],
Zhang, B.[Bochao],
Yuen, P.C.[Pong C.],
Weakly Supervised rPPG Estimation for Respiratory Rate Estimation,
RePSS21(2391-2397)
IEEE DOI
2112
Training, Estimation, Feature extraction, Photoplethysmography,
Physiology, Skin, Sensors, n/a
BibRef
Dong, Y.H.[Yu-Hang],
Yang, G.P.[Gong-Ping],
Yin, Y.L.[Yi-Long],
Time Lab's approach to the Challenge on Computer Vision for Remote
Physiological Measurement,
RePSS21(2398-2403)
IEEE DOI
2112
Pulse measurements, Volume measurement,
Estimation, Particle measurements, Time measurement, Sensors, n/a
BibRef
Hill, B.L.[Brian L.],
Liu, X.[Xin],
McDuff, D.[Daniel],
Beat-to-Beat Cardiac Pulse Rate Measurement From Video,
V4V21(2739-2742)
IEEE DOI
2112
Training, Pulse measurements,
Computational modeling, Computer architecture, Benchmark testing
BibRef
Gideon, J.[John],
Stent, S.[Simon],
Estimating Heart Rate from Unlabelled Video,
V4V21(2743-2749)
IEEE DOI
2112
Heart rate, Supervised learning,
Training data, Blood pressure, Faces
BibRef
Ouzar, Y.[Yassine],
Djeldjli, D.[Djamaleddine],
Bousefsaf, F.[Frédéric],
Maaoui, C.[Choubeila],
LCOMS Lab's approach to the Vision For Vitals (V4V) Challenge,
V4V21(2750-2754)
IEEE DOI
2112
Convolution,
Pulse measurements, Estimation, Computer architecture, Feature extraction
BibRef
Kossack, B.[Benjamin],
Wisotzky, E.[Eric],
Hilsmann, A.[Anna],
Eisert, P.[Peter],
Automatic region-based heart rate measurement using remote
photoplethysmography,
V4V21(2755-2759)
IEEE DOI
2112
Training, Fluctuations, Focusing, Photoplethysmography, Robustness,
Data models, Heart rate measurement
BibRef
Revanur, A.[Ambareesh],
Li, Z.H.[Zhi-Hua],
Ciftci, U.A.[Umur A.],
Yin, L.J.[Li-Jun],
Jeni, L.A.[László A.],
The First Vision For Vitals (V4V) Challenge for Non-Contact
Video-Based Physiological Estimation,
V4V21(2760-2767)
IEEE DOI
2112
Measurement, Protocols, Sociology, Estimation,
Benchmark testing, Photoplethysmography
BibRef
Kwasniewska, A.[Alicja],
Szankin, M.[Maciej],
Ruminski, J.[Jacek],
Sarah, A.[Anthony],
Gamba, D.[David],
Improving Accuracy of Respiratory Rate Estimation by Restoring High
Resolution Features with Transformers and Recursive Convolutional
Models,
CVPM21(3852-3862)
IEEE DOI
2109
Convolutional codes, Estimation error, Image resolution, Pandemics,
Throughput, Size measurement, Social factors
BibRef
Takahashi, R.[Ryo],
Ashida, K.[Koichi],
Kobayashi, Y.[Yasuo],
Tokunaga, R.[Rumi],
Kodama, S.[Shuhei],
Tsumura, N.[Norimichi],
Oxygen Saturation Estimation Based on Optimal Band Selection from
Multi-band Video,
CVPM21(3845-3851)
IEEE DOI
2109
Oxygen, Monte Carlo methods, Pulse measurements, Face recognition,
Estimation, Light scattering, Cameras
BibRef
Gao, H.Y.[Hao-Yuan],
Wu, X.P.[Xiao-Pei],
Shi, C.Y.[Chen-Yun],
Gao, Q.[Qing],
Geng, J.D.[Ji-Dong],
A LSTM-Based Realtime Signal Quality Assessment for
Photoplethysmogram and Remote Photoplethysmogram,
CVPM21(3826-3835)
IEEE DOI
2109
Heart rate, Working environment noise, Motion segmentation,
Real-time systems, Quality assessment, Noise measurement, Indexes
BibRef
Schrumpf, F.[Fabian],
Frenzel, P.[Patrick],
Aust, C.[Christoph],
Osterhoff, G.[Georg],
Fuchs, M.[Mirco],
Assessment of deep learning based blood pressure prediction from PPG
and rPPG signals,
CVPM21(3815-3825)
IEEE DOI
2109
Deep learning, Transfer learning,
Artificial neural networks, Photoplethysmography, Blood pressure
BibRef
Nowara, E.M.[Ewa M.],
McDuff, D.[Daniel],
Veeraraghavan, A.[Ashok],
Combining Magnification and Measurement for Non-Contact Cardiac
Monitoring,
CVPM21(3805-3814)
IEEE DOI
2109
Training, Deep learning, Photoplethysmography, Data models, Skin,
Robustness
BibRef
Henze, J.[Jasmin],
Houta, S.[Salima],
Surges, R.[Rainer],
Kreuzer, J.[Johannes],
Bisgin, P.[Pinar],
Multimodal Detection of Tonic-clonic Seizures Based on 3d Acceleration
and Heart Rate Data from an In-ear Sensor,
AIHA20(490-502).
Springer DOI
2103
BibRef
Deng, Y.B.[Yun-Bin],
Remote Liveness and Heart Rate Detection from Video,
WAAMI20(89-105).
Springer DOI
2103
BibRef
Semchuk, I.[Ivan],
Muravskaya, N.[Natalia],
Zlobin, K.[Konstantin],
Samorodov, A.[Andrey],
Machine Learning Approach for Contactless Photoplethysmographic
Measurement Verification,
IMTA20(90-96).
Springer DOI
2103
BibRef
Tsou, Y.Y.[Yun-Yun],
Lee, Y.A.[Yi-An],
Hsu, C.T.[Chiou-Ting],
Multi-task Learning for Simultaneous Video Generation and Remote
Photoplethysmography Estimation,
ACCV20(V:392-407).
Springer DOI
2103
BibRef
Romine, W.[William],
Schroeder, N.[Noah],
Edwards, A.[Anjali],
Banerjee, T.[Tanvi],
Longitudinal Classification of Mental Effort Using Electrodermal
Activity, Heart Rate, and Skin Temperature Data from a Wearable Sensor,
CAIHA20(86-95).
Springer DOI
2103
BibRef
Liu, S.Q.,
Yuen, P.C.,
A General Remote Photoplethysmography Estimator with Spatiotemporal
Convolutional Network,
FG20(481-488)
IEEE DOI
2102
face recognition, feature extraction, image colour analysis,
image motion analysis, learning (artificial intelligence),
remote heartbeat detection
BibRef
Lee, E.[Eugene],
Chen, E.[Evan],
Lee, C.Y.[Chen-Yi],
Meta-RPPG: Remote Heart Rate Estimation Using a Transductive
Meta-learner,
ECCV20(XXVII:392-409).
Springer DOI
2011
BibRef
Liu, X.,
Yang, X.,
Wang, D.,
Fang, S.,
Heart Rate Detection From Facial Videos Using A Frequencyconstrained
Multilayer Sparse Coding,
ICIP20(335-339)
IEEE DOI
2011
Handheld computers,
Image recognition, Filtering, Biomedical optical imaging,
dictionary learning
BibRef
Lovisotto, G.,
Turner, H.,
Eberz, S.,
Martinovic, I.,
Seeing Red: PPG Biometrics Using Smartphone Cameras,
Biometrics20(3565-3574)
IEEE DOI
2008
Cameras, Absorption, Authentication, Biometrics (access control),
Blood, Atmospheric measurements, Particle measurements
BibRef
Yu, H.,
Sun, S.,
Yu, H.,
Chen, X.,
Shi, H.,
Huang, T.S.,
Chen, T.,
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation,
CVPR20(4312-4322)
IEEE DOI
2008
Motion estimation, Tracking, Videos, Task analysis,
Adaptation models, Heart, Motion segmentation
BibRef
Kopeliovich, M.,
Kalinin, K.,
Mironenko, Y.,
Petrushan, M.,
On indirect assessment of heart rate in video,
CVPM20(1260-1264)
IEEE DOI
2008
Estimation, Training, Testing, Face, Linear regression, Heart rate variability
BibRef
Woyczyk, A.,
Fleischhauer, V.,
Zaunseder, S.,
Skin Segmentation using Active Contours and Gaussian Mixture Models
for Heart Rate Detection in Videos,
CVPM20(1265-1273)
IEEE DOI
2008
Skin, Level set, Image color analysis, Heart rate, Videos,
Mathematical model, Gaussian mixture model
BibRef
Li, X.B.[Xiao-Bai],
Sun, H.M.[Hao-Miao],
Sun, Z.D.[Zhao-Dong],
Han, H.[Hu],
Dantcheva, A.[Antitza],
Shan, S.G.[Shi-Guang],
Zhao, G.Y.[Guo-Ying],
The 2nd Challenge on Remote Physiological Signal Sensing (RePSS),
RePSS21(2404-2413)
IEEE DOI
2112
Protocols, Pulse measurements, Databases,
Benchmark testing, Physiology, n/a
BibRef
Li, X.B.[Xiao-Bai],
Han, H.[Hu],
Lu, H.,
Niu, X.,
Yu, Z.,
Dantcheva, A.[Antitza],
Zhao, G.Y.[Guo-Ying],
Shan, S.G.[Shi-Guang],
The 1st Challenge on Remote Physiological Signal Sensing (RePSS),
CVPM20(1274-1281)
IEEE DOI
2008
Videos, Physiology, Heart rate, Testing, Databases, Cameras, Training
BibRef
Artemyev, M.,
Churikova, M.,
Grinenko, M.,
Perepelkina, O.,
Neurodata Lab's approach to the Challenge on Computer Vision for
Physiological Measurement,
CVPM20(1282-1288)
IEEE DOI
2008
Heart rate, Kernel, Videos, Estimation,
Face, Convolution
BibRef
Botina-Monsalve, D.,
Benezeth, Y.,
Macwan, R.,
Pierrart, P.,
Parra, F.,
Nakamura, K.,
Gomez, R.,
Miteran, J.,
Long Short-Term Memory Deep-Filter in Remote Photoplethysmography,
CVPM20(1242-1249)
IEEE DOI
2008
Biomedical measurement, Skin, Estimation, Electrocardiography, Blood,
Heart rate variability
BibRef
Mironenko, Y.,
Kalinin, K.,
Kopeliovich, M.,
Petrushan, M.,
Remote Photoplethysmography: Rarely Considered Factors,
CVPM20(1197-1206)
IEEE DOI
2008
Estimation, Heart rate, Skin, Arteries,
Machine learning, Photoplethysmography
BibRef
Yoshioka, M.,
Bounyong, S.,
Analysis of Pulse Transit Time Derived from Imaging
Photoplethysmography and Microwave Sensor-based Ballistocardiography,
CVPM20(1156-1162)
IEEE DOI
2008
Heart rate variability, Electrocardiography, Sensors,
Microwave measurement, Cameras, Blood pressure, Microwave sensors
BibRef
Perepelkina, O.,
Artemyev, M.,
Churikova, M.,
Grinenko, M.,
HeartTrack: Convolutional neural network for remote video-based heart
rate monitoring,
CVPM20(1163-1171)
IEEE DOI
2008
Heart rate, Face, Estimation, Skin,
Convolution, Kernel
BibRef
Condrea, F.,
Ivan, V.,
Leordeanu, M.,
In Search of Life: Learning from Synthetic Data to Detect Vital Signs
in Videos,
CVPM20(1207-1216)
IEEE DOI
2008
Videos, Training data, Task analysis, Nose, Face, Training, Heart
BibRef
Nowara, E.M.,
McDuff, D.,
Veeraraghavan, A.,
A Meta-Analysis of the Impact of Skin Type and Gender on Non-contact
Photoplethysmography Measurements,
CVPM20(1148-1155)
IEEE DOI
2008
Skin, Signal to noise ratio, Videos, Head, Imaging, Heart rate,
Performance evaluation
BibRef
Wang, D.,
Yang, X.,
Liu, X.,
Fang, S.,
Ma, L.,
Li, L.,
Photoplethysmography based stratification of blood pressure using
multi information fusion artificial neural network,
CVPM20(1113-1119)
IEEE DOI
2008
Feature extraction, Neural networks, Blood pressure, Databases,
Hypertension, Biomedical monitoring, Wavelet transforms
BibRef
Zhao, C.,
Han, W.,
Chen, Z.,
Li, Y.,
Feng, Y.,
Remote Estimation of Heart Rate Based on Multi-Scale Facial ROIs,
CVPM20(1120-1129)
IEEE DOI
2008
Feature extraction, Face, Skin, Pulse measurements,
Analytical models, Heart rate
BibRef
Zhou, K.,
Krause, S.,
Blöcher, T.,
Stork, W.,
Enhancing Remote-PPG Pulse Extraction in Disturbance Scenarios
Utilizing Spectral Characteristics,
CVPM20(1130-1138)
IEEE DOI
2008
Color, Blood, Skin, Videos, Cameras, Frequency-domain analysis
BibRef
Luguern, D.,
Perche, S.,
Benezeth, Y.,
Moser, V.,
Dunbar, L.A.[L. Andrea],
Braun, F.,
Lemkaddem, A.,
Nakamura, K.,
Gomez, R.,
Dubois, J.,
An Assessment of Algorithms to Estimate Respiratory Rate from the
Remote Photoplethysmogram,
CVPM20(1232-1241)
IEEE DOI
2008
Skin, Feature extraction, Blood, Physiology, Estimation, Color,
Electrocardiography
BibRef
Hessler, C.,
Abouelenien, M.,
Burzo, M.,
A Non-contact Method for Extracting Heart and Respiration Rates,
CRV20(1-8)
IEEE DOI
2006
thermal, physiological, heart rate, respiration rate
BibRef
Macwan, R.,
Bobbia, S.,
Benezeth, Y.,
Dubois, J.,
Mansouri, A.,
Periodic Variance Maximization Using Generalized Eigenvalue
Decomposition Applied to Remote Photoplethysmography Estimation,
Physiological18(1413-14138)
IEEE DOI
1812
Eigenvalues and eigenfunctions, Electrocardiography,
Photoplethysmography, Optimization, Covariance matrices, Databases
BibRef
He, W.,
Ye, Y.,
Li, Y.,
Xu, H.,
Lu, L.,
Huang, W.,
Sun, M.,
Variational Mode Decomposition-Based Heart Rate Estimation Using
Wrist-Type Photoplethysmography During Physical Exercise,
ICPR18(3766-3771)
IEEE DOI
1812
Acceleration, Heart rate, Estimation, Electrocardiography,
Monitoring, Motion artifacts, Wrist, Heart rate monitoring,
wearable devices
BibRef
Pilz, C.,
On the Vector Space in Photoplethysmography Imaging,
CVPM19(1580-1588)
IEEE DOI
2004
computational complexity, differential geometry,
medical image processing, photoplethysmography,
linear algebra
BibRef
Chwyl, B.,
Chung, A.G.,
Amelard, R.,
Deglint, J.,
Clausi, D.A.,
Wong, A.,
Time-Frequency Domain Analysis via Pulselets for Non-contact Heart
Rate Estimation from Remotely Acquired Photoplethysmograms,
CRV16(201-207)
IEEE DOI
1612
Photoplethysmography
BibRef
Nowara, E.,
McDuff, D.J.,
Combating the Impact of Video Compression on Non-Contact Vital Sign
Measurement Using Supervised Learning,
CVPM19(1706-1712)
IEEE DOI
2004
cardiology, data compression, medical image processing,
patient monitoring, photoplethysmography, supervised learning,
supervised learning
BibRef
Zhao, C.,
Mei, P.,
Xu, S.,
Li, Y.,
Feng, Y.,
Performance Evaluation of Visual Object Detection and Tracking
Algorithms Used in Remote Photoplethysmography,
CVPM19(1646-1655)
IEEE DOI
2004
Visualization, Target tracking, Skin, Image color analysis,
Robustness, Object detection, Pipelines, detection and tracking,
heart rate accuracy
BibRef
Kopeliovich, M.,
Mironenko, Y.,
Petrushan, M.,
Architectural Tricks for Deep Learning in Remote Photoplethysmography,
CVPM19(1688-1696)
IEEE DOI
2004
Heart rate, Image color analysis, Training, Video sequences, Webcams,
Electrocardiography, Remote Photoplethysmography,
Remote Heart Rate Estimation
BibRef
Yu, Z.,
Peng, W.,
Li, X.,
Hong, X.,
Zhao, G.,
Remote Heart Rate Measurement From Highly Compressed Facial Videos:
An End-to-End Deep Learning Solution With Video Enhancement,
ICCV19(151-160)
IEEE DOI
2004
cardiology, data compression, face recognition, feature extraction,
image motion analysis, image sequences,
Standards
BibRef
Reguig, F.B.,
Photoplethysmogram signal analysis for detecting vital physiological
parameters: An evaluating study,
ISIVC16(167-173)
IEEE DOI
1704
Band-pass filters
BibRef
Woyczyk, A.,
Rasche, S.,
Zaunseder, S.,
Impact of Sympathetic Activation in Imaging Photoplethysmography,
CVPM19(1697-1705)
IEEE DOI
2004
Heart rate, Cameras, Photoplethysmography, Blood pressure,
Feature extraction, Statistical analysis,
sympathetic activation
BibRef
Fernandes, S.,
Raj, S.,
Ortiz, E.,
Vintila, I.,
Salter, M.,
Urosevic, G.,
Jha, S.,
Predicting Heart Rate Variations of Deepfake Videos using Neural ODE,
CVPM19(1721-1729)
IEEE DOI
2004
cardiology, computer crime, differential equations,
learning (artificial intelligence), medical signal processing,
Heart rate prediction
BibRef
Martinez, N.,
Bertran, M.,
Sapiro, G.,
Wu, H.,
Non-Contact Photoplethysmogram and Instantaneous Heart Rate
Estimation from Infrared Face Video,
ICIP19(2020-2024)
IEEE DOI
1910
BibRef
Gkentsidis, K.,
Pistola, T.,
Mitianoudis, N.,
Boulgouris, N.V.,
Deep Person Identification Using Spatiotemporal Facial Motion
Amplification,
ICIP20(1331-1335)
IEEE DOI
2011
Biometrics, Motion Amplification, Facial Blood Flow
BibRef
Pistola, T.,
Papadopoulos, A.,
Mitianoudis, N.,
Boulgouris, N.V.,
Biometric Identification Using Facial Motion Amplification,
ICIP19(1695-1699)
IEEE DOI
1910
Biometrics, Motion Amplification, Facial Blood Flow
BibRef
Wang, Z.,
Kao, Y.,
Hsu, C.,
Vision-Based Heart Rate Estimation Via A Two-Stream CNN,
ICIP19(3327-3331)
IEEE DOI
1910
Remote HR estimation, rPPG, convolutional neural network, low-rank constraint
BibRef
Subramaniam, A.,
Rajitha, K.,
Spectral Reflectance Based Heart Rate Measurement from Facial Video,
ICIP19(3362-3366)
IEEE DOI
1910
HR measurement, Recursive Least Squares filtering,
Feature Point Recovery, Illumination Rectification
BibRef
Hernandez-Ortega, J.[Javier],
Nagae, S.[Shigenori],
Fierrez, J.[Julian],
Morales, A.[Aythami],
Quality-Based Pulse Estimation from NIR Face Video with Application to
Driver Monitoring,
IbPRIA19(II:108-119).
Springer DOI
1910
BibRef
Ghanadian, H.[Hamideh],
Al Osman, H.[Hussein],
Non-contact Heart Rate Monitoring Using Multiple RGB Cameras,
CAIP19(II:85-95).
Springer DOI
1909
BibRef
Moço, A.,
Stuijk, S.,
van Gastel, M.,
de Haan, G.,
Impairing Factors in Remote-PPG Pulse Transit Time Measurements on
the Face,
Physiological18(1439-14398)
IEEE DOI
1812
Skin, Face, Cameras, Pressure measurement, Arteries, Neck
BibRef
Vogels, T.,
van Gastel, M.,
Wang, W.,
de Haan, G.,
Fully-Automatic Camera-Based Pulse-Oximetry During Sleep,
Physiological18(1430-14308)
IEEE DOI
1812
Skin, Sleep, Monitoring, Biomedical monitoring, Image color analysis,
Matrix decomposition, Feature extraction
BibRef
Gupta, P.,
Bhowmick, B.,
Pal, A.,
Exploring the Feasibility of Face Video Based Instantaneous
Heart-Rate for Micro-Expression Spotting,
Physiological18(1397-13977)
IEEE DOI
1812
Face, Heart rate, Strain, Encoding, Estimation, Feature extraction, Lighting
BibRef
Tang, C.,
Lu, J.,
Liu, J.,
Non-contact Heart Rate Monitoring by Combining Convolutional Neural
Network Skin Detection and Remote Photoplethysmography via a Low-Cost
Camera,
Physiological18(1390-13906)
IEEE DOI
1812
Skin, Heart rate, Monitoring, Cameras, Training,
Principal component analysis, Biomedical monitoring
BibRef
Zhao, C.,
Lin, C.,
Chen, W.,
Li, Z.,
A Novel Framework for Remote Photoplethysmography Pulse Extraction on
Compressed Videos,
Physiological18(1380-138009)
IEEE DOI
1812
Videos, Bit rate, Color, Video compression, Skin, Heart rate, Colored noise
BibRef
Hernandez-Ortega, J.,
Fierrez, J.,
Morales, A.,
Tome, P.,
Time Analysis of Pulse-Based Face Anti-Spoofing in Visible and NIR,
Biometrics18(657-6578)
IEEE DOI
1812
Face, Heart rate, Databases,
Face recognition, Video sequences, Feature extraction
BibRef
Park, J.,
Sabharwal, A.,
Veeraraghavan, A.,
Direct-Global Separation for Improved Imaging Photoplethysmography,
Physiological18(1456-145609)
IEEE DOI
1812
Skin, Lighting, Cameras, Signal to noise ratio, Estimation, Photonics,
Heart rate
BibRef
McDuff, D.,
Deep Super Resolution for Recovering Physiological Information from
Videos,
Physiological18(1448-14487)
IEEE DOI
1812
Videos, Spatial resolution, Signal resolution, Heart rate, Skin,
Image color analysis
BibRef
Fukunishi, M.,
Kurita, K.,
Yamamoto, S.,
Tsumura, N.,
Video Based Measurement of Heart Rate and Heart Rate Variability
Spectrogram from Estimated Hemoglobin Information,
Physiological18(1405-14057)
IEEE DOI
1812
Heart rate variability, Skin, Cameras, Stress,
Image color analysis, Spectrogram
BibRef
Bobbia, S.,
Luguern, D.,
Benezeth, Y.,
Nakamura, K.,
Gomez, R.,
Dubois, J.,
Real-Time Temporal Superpixels for Unsupervised Remote
Photoplethysmography,
Physiological18(1422-14227)
IEEE DOI
1812
Image segmentation, Real-time systems, Skin, Image color analysis,
Sensors, Principal component analysis, Iterative methods
BibRef
Niu, X.S.[Xue-Song],
Han, H.[Hu],
Shan, S.G.[Shi-Guang],
Chen, X.L.[Xi-Lin],
SynRhythm: Learning a Deep Heart Rate Estimator from General to
Specific,
ICPR18(3580-3585)
IEEE DOI
1812
Heart rate, Face, Estimation, Task analysis, Rhythm, Databases, Training
BibRef
Nowara, E.M.,
Marks, T.K.,
Mansour, H.,
Veeraraghavany, A.,
SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs
Estimation in Near-Infrared,
Physiological18(1353-135309)
IEEE DOI
1812
Pattern recognition
BibRef
Pilz, C.S.,
Zaunseder, S.,
Krajewski, J.,
Blazek, V.,
Local Group Invariance for Heart Rate Estimation from Face Videos in
the Wild,
Physiological18(1335-13358)
IEEE DOI
1812
Heart rate, Skin, Face, Blood, Videos, Magnetic heads
BibRef
Lewis, G.F.,
Davila, M.I.,
Porges, S.W.,
Novel Algorithms to Monitor Continuous Cardiac Activity with a Video
Camera,
Physiological18(1363-13638)
IEEE DOI
1812
Cameras, Face, Biomedical monitoring, Image color analysis,
Heart rate variability, Real-time systems, Monitoring
BibRef
Rapczynski, M.,
Zhang, C.,
Al-Hamadi, A.,
Notni, G.,
A Multi-Spectral Database for NIR Heart Rate Estimation,
ICIP18(2022-2026)
IEEE DOI
1809
Heart rate, Cameras, Estimation, Wavelength measurement,
Measurement uncertainty, Skin, Image color analysis,
dataset
BibRef
Rapczynski, M.,
Werner, P.,
Saxen, F.,
Al-Hamadi, A.,
How the Region of Interest Impacts Contact Free Heart Rate Estimation
Algorithms,
ICIP18(2027-2031)
IEEE DOI
1809
Heart rate, Skin, Estimation, Face, Image color analysis, Forehead,
Color, Heart rate estimation, photoplethysmographic, skin segmentation
BibRef
Spetlík, R.,
Cech, J.,
Matas, J.G.,
Non-Contact Reflectance Photoplethysmography:
Progress, Limitations, and Myths,
FG18(702-709)
IEEE DOI
1806
Blood, Heart rate, Light sources, Lighting, Skin, Standards,
Video compression, compression, heart rate, photoplethysmography,
review
BibRef
Fang, C.Y.,
Hsieh, H.H.,
Chen, S.W.,
A Vision-Based Infant Respiratory Frequency Detection System,
DICTA15(1-8)
IEEE DOI
1603
computer vision
BibRef
Zhu, Q.,
Wong, C.W.,
Fu, C.H.,
Wu, M.,
Fitness heart rate measurement using face videos,
ICIP17(2000-2004)
IEEE DOI
1803
Adaptive optics, Face, Frequency estimation, Heart rate,
Image color analysis, Motion segmentation, Videos,
photoplethysmography (PPG)
BibRef
Gupta, P.,
Bhowmik, B.,
Pal, A.,
Robust Adaptive Heart-Rate Monitoring Using Face Videos,
WACV18(530-538)
IEEE DOI
1806
BibRef
Earlier:
Accurate heart-rate estimation from face videos using quality-based
fusion,
ICIP17(4132-4136)
IEEE DOI
1803
adaptive signal processing, biomedical communication, cardiology,
face recognition, image reconstruction, patient monitoring,
Videos.
Cameras, Color, Estimation, Face, Heart rate, Skin,
Color Magnification, Face video, Heart rate, Quality based fusion, Remote PPG
BibRef
Boccignone, G.[Giuseppe],
Cuculo, V.[Vittorio],
Grossi, G.[Giuliano],
Lanzarotti, R.[Raffaella],
Migliaccio, R.[Raffaella],
Virtual EMG via Facial Video Analysis,
CIAP17(I:197-207).
Springer DOI
1711
BibRef
Pilz, C.S.[Christian S.],
Krajewski, J.[Jarek],
Blazek, V.[Vladimir],
On the Diffusion Process for Heart Rate Estimation from Face Videos
Under Realistic Conditions,
GCPR17(361-373).
Springer DOI
1711
BibRef
Wang, W.J.[Wen-Jin],
den Brinker, A.C.[Albertus C.],
Stuijk, S.[Sander],
de Haan, G.[Gerard],
Color-Distortion Filtering for Remote Photoplethysmography,
FG17(71-78)
IEEE DOI
1707
Band-pass filters, Benchmark testing, Cameras, Color, Distortion,
Filtering algorithms, Optical, distortion
BibRef
McDuff, D.J.,
Blackford, E.B.,
Estepp, J.R.,
The Impact of Video Compression on Remote Cardiac Pulse Measurement
Using Imaging Photoplethysmography,
FG17(63-70)
IEEE DOI
1707
Cameras, Image coding, Image color analysis, Physiology, Standards,
Streaming media, Video, compression
BibRef
Shahu, D.,
Baxhaku, I.,
Rakipi, A.,
Non-contact signal detection and processing techniques for
cardio-respiratory thoracic activity,
WSSIP17(1-4)
IEEE DOI
1707
Antenna measurements, Biomedical monitoring, Electromagnetics,
Heart beat, Monitoring, Reflection coefficient, Thorax,
Cardio-respiratory activity, Doppler technology,
Electromagnetic model, Respiration, rate, variability
BibRef
Villarroel, M.,
Jorge, J.,
Pugh, C.,
Tarassenko, L.,
Non-Contact Vital Sign Monitoring in the Clinic,
FG17(278-285)
IEEE DOI
1707
Biomedical monitoring, Cameras, Electrocardiography, Heart rate,
Hospitals, Kidney, Monitoring
BibRef
Jorge, J.,
Villarroel, M.,
Chaichulee, S.,
Guazzi, A.,
Davis, S.,
Green, G.,
McCormick, K.,
Tarassenko, L.,
Non-Contact Monitoring of Respiration in the Neonatal Intensive Care
Unit,
FG17(286-293)
IEEE DOI
1707
Biomedical monitoring, Heart rate, IP networks,
Image color analysis, Monitoring, Pediatrics, Skin
BibRef
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,
FG17(273-277)
IEEE DOI
1707
Biomedical monitoring, Blood pressure, Cameras, Correlation,
Electrocardiography, Heart beat, Monitoring
BibRef
Chaichulee, S.,
Villarroel, M.,
Jorge, J.,
Arteta, C.,
Green, G.,
McCormick, K.,
Zisserman, A.,
Tarassenko, L.,
Multi-Task Convolutional Neural Network for Patient Detection and
Skin Segmentation in Continuous Non-Contact Vital Sign Monitoring,
FG17(266-272)
IEEE DOI
1707
Cameras, Hospitals, Image color analysis, Image segmentation,
Monitoring, Pediatrics, Skin
BibRef
Rapczynski, M.,
Werner, P.,
Al-Hamadi, A.,
Continuous low latency heart rate estimation from painful faces in
real time,
ICPR16(1165-1170)
IEEE DOI
1705
Cameras, Estimation, Heart rate, Passband, Real-time systems, Skin,
Table, lookup
BibRef
Batra, A.[Anish],
Chandra, A.[Ananya],
Matoria, V.[Vishal],
Cardiotocography Analysis Using Conjunction of Machine Learning
Algorithms,
CMVIT17(1-6)
IEEE DOI
1704
cardiology. Fetal distress. CTG for fetal heart rate.
BibRef
Abbas, G.,
Khan, M.J.,
Qureshi, R.,
Khurshid, K.,
Scope of Video Magnification in Human Pulse Rate Estimation,
CMVIT17(69-75)
IEEE DOI
1704
cardiology
BibRef
Chen, J.,
Chang, Z.,
Qiu, Q.,
Li, X.,
Sapiro, G.,
Bronstein, A.M.,
Pietikäinen, M.[Matti],
RealSense real heart rate: Illumination invariant heart rate
estimation from videos,
IPTA16(1-6)
IEEE DOI
1703
cardiology
BibRef
Wang, W.,
Balmaekers, B.,
de Haan, G.,
Quality metric for camera-based pulse rate monitoring in fitness
exercise,
ICIP16(2430-2434)
IEEE DOI
1610
Light sources
BibRef
Chwyl, B.,
Chung, A.G.,
Amelard, R.,
Deglint, J.,
Clausi, D.A.,
Wong, A.,
SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate
inference in realistic environments,
ICIP16(1230-1234)
IEEE DOI
1610
Bayes methods
BibRef
Tulyakov, S.[Sergey],
Alameda-Pineda, X.,
Ricci, E.,
Yin, L.,
Cohn, J.F.[Jeffrey F.],
Sebe, N.[Nicu],
Self-Adaptive Matrix Completion for Heart Rate Estimation from Face
Videos under Realistic Conditions,
CVPR16(2396-2404)
IEEE DOI
1612
See also Viewpoint-Consistent 3D Face Alignment.
BibRef
Ženko, J.,
Kos, M.,
Kramberger, I.,
Pulse rate variability and blood oxidation content identification
using miniature wearable wrist device,
WSSIP16(1-4)
IEEE DOI
1608
biomedical equipment
BibRef
Shagholi, A.,
Charmi, M.,
Rakhshan, H.,
The effect of the distance from the webcam in heart rate estimation
from face video images,
IPRIA15(1-6)
IEEE DOI
1603
cardiology
BibRef
Lam, A.[Antony],
Kuno, Y.[Yoshinori],
Towards Estimating Heart Rates from Video Under Low Light,
ISVC16(II: 494-503).
Springer DOI
1701
BibRef
Earlier:
Robust Heart Rate Measurement from Video Using Select Random Patches,
ICCV15(3640-3648)
IEEE DOI
1602
Cameras; Databases; Face; Heart rate; Lighting; Robustness; Skin
BibRef
Waqar, M.[Muhammad],
Tiddeman, B.[Bernard],
Advancements in Contact-free Heart Rate Measurements Using Human Face
Videos,
BMVW15(xx-yy).
DOI Link
1601
BibRef
Gunther, J.[Jake],
Ruben, N.[Nathan],
Moon, T.[Todd],
Model-based (passive) heart rate estimation using remote video
recording of moving human subjects illuminated by ambient light,
ICIP15(2870-2874)
IEEE DOI
1512
convex optimization
BibRef
Alzahrani, A.[Ahmed],
Whitehead, A.[Anthony],
Preprocessing Realistic Video for Contactless Heart Rate Monitoring
Using Video Magnification,
CRV15(261-268)
IEEE DOI
1507
Cameras
BibRef
Li, X.B.[Xiao-Bai],
Chen, J.[Jie],
Zhao, G.Y.[Guo-Ying],
Pietikainen, M.[Matti],
Remote Heart Rate Measurement from Face Videos under Realistic
Situations,
CVPR14(4264-4271)
IEEE DOI
1409
BibRef
Gault, T.R.[Travis R.],
Farag, A.A.[Aly A.],
A Fully Automatic Method to Extract the Heart Rate from Thermal Video,
PBVS13(336-341)
IEEE DOI
1309
Thermal vision; Vital signs analysis; wavelet transform
BibRef
Wei, L.[Lan],
Tian, Y.H.[Yong-Hong],
Wang, Y.[Yaowei],
Ebrahimi, T.[Touradj],
Huang, T.J.[Tie-Jun],
Automatic Webcam-Based Human Heart Rate Measurements Using Laplacian
Eigenmap,
ACCV12(II:281-292).
Springer DOI
1304
BibRef
Niazi, M.K.K.[Muhammad Khalid Khan],
Ibrahim, M.T.[Muhammad Talal],
Nilsson, M.F.[Mats F.],
Sköld, A.C.[Anna-Carin],
Guan, L.[Ling],
Nyström, I.[Ingela],
Robust Signal Generation and Analysis of Rat Embryonic Heart Rate in
Vitro Using Laplacian Eigenmaps and Empirical Mode Decomposition,
CAIP11(II: 523-530).
Springer DOI
1109
BibRef
Joshi, A.J.[Aniruddha J.],
Chandran, S.[Sharat],
Jayaraman, V.K.,
Kulkarni, B.D.,
Arterial Pulse Rate Variability analysis for diagnoses,
ICPR08(1-4).
IEEE DOI
0812
BibRef
Gu, T.Y.[Tian-You],
Wu, B.Y.[Bao-Yong],
Zhang, C.L.[Cheng-Lin],
Zhang, D.C.[Dian-Cheng],
An experimental system for the waveform recognition of impedance
plethysmography,
ICPR88(I: 473-475).
IEEE DOI
8811
BibRef
Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Medical Applications -- Magnetic Resonance Imaging, MRI .