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        AUTHOR = "Li, H.D. and Lu, H. and Chen, Y.C.",
        TITLE = "BI-TTA: Bidirectional Test-time Adapter for Remote Physiological
Measurement",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XI: 356-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262303"}

@inproceedings{bb267501,
        AUTHOR = "Ghezzi, O. and Boccignone, G. and Grossi, G. and Lanzarotti, R. and d'Amelio, A.",
        TITLE = "Cliffphys: Camera-based Respiratory Measurement Using Clifford Neural
Networks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXV: 221-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262304"}

@inproceedings{bb267502,
        AUTHOR = "Savic, M. and Zhao, G.Y.",
        TITLE = "Oulu Remote-photoplethysmography Physical Domain Attacks Database
(orpdad)",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIII: 51-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262305"}

@inproceedings{bb267503,
        AUTHOR = "Chari, P. and Harish, A.B. and Armouti, A. and Vilesov, A. and Sarda, S. and Jalilian, L. and Kadambi, A.",
        TITLE = "Implicit Neural Models to Extract Heart Rate from Video",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 157-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262306"}

@inproceedings{bb267504,
        AUTHOR = "Liang, Q. and Chen, Y. and Hu, Y.",
        TITLE = "Continual Learning for Remote Physiological Measurement: Minimize
Forgetting and Simplify Inference",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXVI: 126-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262307"}

@inproceedings{bb267505,
        AUTHOR = "Kurihara, K. and Maeda, Y. and Sugimura, D. and Hamamoto, T.",
        TITLE = "Physiological Modeling with Multispectral Imaging for Heart Rate
Estimation",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "2957-2963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262308"}

@inproceedings{bb267506,
        AUTHOR = "Braun, B. and McDuff, D. and Holz, C.",
        TITLE = "How Suboptimal is Training rPPG Models with Videos and Targets from
Different Body Sites?",
        BOOKTITLE = CVPM24,
        YEAR = "2024",
        PAGES = "410-418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262309"}

@inproceedings{bb267507,
        AUTHOR = "Zhao, P.F. and Sun, Q. and Tian, X.L. and Yang, Y. and Tao, S. and Cheng, J. and Chen, J.",
        TITLE = "Toward Motion Robustness: A masked attention regularization framework
in remote photoplethysmography",
        BOOKTITLE = CVPM24,
        YEAR = "2024",
        PAGES = "7829-7838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262310"}

@inproceedings{bb267508,
        AUTHOR = "Vedernikov, A. and Sun, Z.D. and Kykyri, V.L. and Pohjola, M. and Nokia, M. and Li, X.B.",
        TITLE = "Analyzing Participants' Engagement during Online Meetings Using
Unsupervised Remote Photoplethysmography with Behavioral Features",
        BOOKTITLE = CVPM24,
        YEAR = "2024",
        PAGES = "389-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262311"}

@inproceedings{bb267509,
        AUTHOR = "Vance, N. and Flynn, P.",
        TITLE = "Refining Remote Photoplethysmography Architectures using CKA and
Empirical Methods",
        BOOKTITLE = CVPM24,
        YEAR = "2024",
        PAGES = "380-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262312"}

@inproceedings{bb267510,
        AUTHOR = "Wegerif, S. and Veleslavov, I. and van Putten, L.D. and Bamford, K.E. and Misra, G. and Mullen, N.",
        TITLE = "Paediatric Pulse Rate Measurements: a Comparison of Methods using
Remote Photoplethysmography",
        BOOKTITLE = CVPM24,
        YEAR = "2024",
        PAGES = "364-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262313"}

@inproceedings{bb267511,
        AUTHOR = "Cantrill, S. and Ahmedt Aristizabal, D. and Petersson, L. and Suominen, H. and Armin, M.A.",
        TITLE = "Orientation-conditioned Facial Texture Mapping for Video-based Facial
Remote Photoplethysmography Estimation",
        BOOKTITLE = CVPM24,
        YEAR = "2024",
        PAGES = "354-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262314"}

@inproceedings{bb267512,
        AUTHOR = "Comas, J. and Ruiz, A. and Sukno, F.",
        TITLE = "Deep adaptative spectral zoom for improved remote heart rate
estimation",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262315"}

@inproceedings{bb267513,
        AUTHOR = "Paruchuri, A. and Liu, X. and Pan, Y. and Patel, S. and McDuff, D. and Sengupta, S.",
        TITLE = "Motion Matters: Neural Motion Transfer for Better Camera
Physiological Measurement",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5921-5930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262316"}

@inproceedings{bb267514,
        AUTHOR = "Narayanswamy, G. and Liu, Y.J. and Yang, Y.Z. and Ma, C.Q. and Liu, X. and McDuff, D. and Patel, S.",
        TITLE = "BigSmall: Efficient Multi-Task Learning for Disparate Spatial and
Temporal Physiological Measurements",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7899-7909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262317"}

@inproceedings{bb267515,
        AUTHOR = "Srivastava, R. and Patel, K.K. and Kumar, B.",
        TITLE = "Accuracy assessment of a hand-held PPG based ECG acquisition device
using 2-D CNN",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262318"}

@inproceedings{bb267516,
        AUTHOR = "Li, Z.H. and Yin, L.J.",
        TITLE = "Contactless Pulse Estimation Leveraging Pseudo Labels and
Self-Supervision",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "20531-20540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262319"}

@inproceedings{bb267517,
        AUTHOR = "Yang, G.Q. and Metcalfe, B. and Watson, R. and Evans, A.",
        TITLE = "Non-contact Heart Rate Monitoring: A Comparative Study of Computer
Vision and Radar Approaches",
        BOOKTITLE = CVS23,
        YEAR = "2023",
        PAGES = "74-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262320"}

@inproceedings{bb267518,
        AUTHOR = "Shenoy, V.R. and Marks, T.K. and Mansour, H. and Lohit, S.",
        TITLE = "Unrolled iPPG: Video Heart Rate Estimation via Unrolling Proximal
Gradient Descent",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2715-2719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262321"}

@inproceedings{bb267519,
        AUTHOR = "Wang, K. and Liu, X.H. and Luo, Z.C. and Feng, F. and Wang, G.Y.",
        TITLE = "TAMM: A Task-Adaptive Multi-Modal Fusion Network for Facial-Related
Health Assessments on 3D Facial Images",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1670-1674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262322"}

@inproceedings{bb267520,
        AUTHOR = "Du, J. and Liu, S.Q. and Zhang, B. and Yuen, P.C.",
        TITLE = "Dual-bridging with Adversarial Noise Generation for Domain Adaptive
rPPG Estimation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10355-10364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262323"}

@inproceedings{bb267521,
        AUTHOR = "Speth, J. and Vance, N. and Flynn, P. and Czajka, A.",
        TITLE = "Non-Contrastive Unsupervised Learning of Physiological Signals from
Video",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14464-14474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262324"}

@inproceedings{bb267522,
        AUTHOR = "Li, F. and Thapa, S. and Bhat, S. and Sarkar, A. and Abbott, A.L.",
        TITLE = "A Temporal Encoder-Decoder Approach to Extracting Blood Volume Pulse
Signal Morphology from Face Videos",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5965-5974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262325"}

@inproceedings{bb267523,
        AUTHOR = "Carter, J.F. and Jorge, J. and Gibson, O. and Tarassenko, L.",
        TITLE = "SleepVST: Sleep Staging from Near-Infrared Video Signals using
Pre-Trained Transformers",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12479-12489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262326"}

@inproceedings{bb267524,
        AUTHOR = "Carter, J.F. and Jorge, J. and Venugopal, B. and Gibson, O. and Tarassenko, L.",
        TITLE = "Deep Learning-Enabled Sleep Staging From Vital Signs and Activity
Measured Using a Near-Infrared Video Camera",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5940-5949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262327"}

@inproceedings{bb267525,
        AUTHOR = "Qiu, C.C. and Chin, J.W. and Wong, K.L. and Chan, T.T. and He, Y.D. and So, R.H.Y.",
        TITLE = "Remote mass facial temperature screening in varying ambient
temperatures and distances",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6068-6076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262328"}

@inproceedings{bb267526,
        AUTHOR = "Odinaev, I. and Chin, J.W. and Luo, K.H. and Ke, Z. and SO, R.H.Y. and Wong, K.L.",
        TITLE = "Optimizing Camera Exposure Control Settings for Remote Vital Sign
Measurements in Low-Light Environments",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6086-6093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262329"}

@inproceedings{bb267527,
        AUTHOR = "Chen, S.T. and Ho, S.K. and Chin, J.W. and Luo, K.H. and Chan, T.T. and So, R.H.Y. and Wong, K.L.",
        TITLE = "Deep learning-based image enhancement for robust remote
photoplethysmography in various illumination scenarios",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6077-6085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262330"}

@inproceedings{bb267528,
        AUTHOR = "Hansen, P. and Lozano, M.G. and Kamrani, F. and Brynielsson, J.",
        TITLE = "Real-Time Estimation of Heart Rate in Situations Characterized by
Dynamic Illumination using Remote Photoplethysmography",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6094-6103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262331"}

@inproceedings{bb267529,
        AUTHOR = "Lee, J.S. and Hwang, G. and Ryu, M. and Lee, S.J.",
        TITLE = "LSTC-rPPG: Long Short-Term Convolutional Network for Remote
Photoplethysmography",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6015-6023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262332"}

@inproceedings{bb267530,
        AUTHOR = "Niu, L. and Speth, J. and Vance, N. and Sporrer, B. and Czajka, A. and Flynn, P.",
        TITLE = "Full-Body Cardiovascular Sensing with Remote Photoplethysmography",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5994-6004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262333"}

@inproceedings{bb267531,
        AUTHOR = "Vance, N. and Speth, J. and Sporrer, B. and Flynn, P.",
        TITLE = "Promoting Generalization in Cross-Dataset Remote Photoplethysmography",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5985-5993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262334"}

@inproceedings{bb267532,
        AUTHOR = "Deshpande, Y. and Thapa, S. and Sarkar, A. and Abbott, A.L.",
        TITLE = "Camera-based Recovery of Cardiovascular Signals from Unconstrained
Face Videos using an Attention Network",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5975-5984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262335"}

@inproceedings{bb267533,
        AUTHOR = "Liu, Z. and Huang, B. and Lin, C.L. and Wu, C.L. and Zhao, C.C. and Chao, W.C. and Wu, Y.C. and Zheng, Y. and Wang, Z.",
        TITLE = "Contactless Respiratory Rate Monitoring For ICU Patients Based On
Unsupervised Learning",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6005-6014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262336"}

@inproceedings{bb267534,
        AUTHOR = "Zhalbekov, I. and Beynenson, L. and Trushkov, A. and Bulychev, I. and Yin, W.",
        TITLE = "Frequency Tracker for Unsupervised Heart Rate Estimation",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6024-6033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262337"}

@inproceedings{bb267535,
        AUTHOR = "Kowalczyk, N. and Ruminski, J.",
        TITLE = "Respiratory Rate Estimation Based on Detected Mask Area in Thermal
Images",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "6042-6051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262338"}

@inproceedings{bb267536,
        AUTHOR = "van Putten, L.D. and Bamford, K.E.",
        TITLE = "Improving Systolic Blood Pressure Prediction from Remote
Photoplethysmography Using a Stacked Ensemble Regressor",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5957-5964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262339"}

@inproceedings{bb267537,
        AUTHOR = "Rubins, U. and Miscuks, A. and Qawqzeh, Y. and Marcinkevics, Z. and Grabovskis, A.",
        TITLE = "Photoplethysmography imaging algorithm for real-time monitoring of
skin perfusion maps",
        BOOKTITLE = CVPM23,
        YEAR = "2023",
        PAGES = "5950-5956",
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@inproceedings{bb267538,
        AUTHOR = "Ambita, A.A.E. and Co, C.S. and David, L.T. and Ferrera, C.M. and Naval, P.C.",
        TITLE = "Multispectral-based Imaging and Machine Learning for Noninvasive Blood
Loss Estimation",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "II:171-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262341"}

@inproceedings{bb267539,
        AUTHOR = "Riani, K. and Sharak, S. and Abouelenien, M. and Burzo, M. and Mihalcea, R. and Elson, J. and Maranville, C. and Prakah Asante, K. and Manzoor, W.",
        TITLE = "Non-Contact Based Modeling of Enervation",
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        YEAR = "2023",
        PAGES = "1-8",
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@inproceedings{bb267540,
        AUTHOR = "Das, A. and Lu, H. and Han, H. and Dantcheva, A. and Shan, S.G. and Chen, X.L.",
        TITLE = "BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate
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        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "01-08",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262343"}

@inproceedings{bb267541,
        AUTHOR = "Liu, X. and Hill, B. and Jiang, Z.H. and Patel, S. and McDuff, D.",
        TITLE = "EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based
Cardiac Measurement",
        BOOKTITLE = WACV23,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262344"}

@inproceedings{bb267542,
        AUTHOR = "Gupta, A.K. and Kumar, R. and Birla, L. and Gupta, P.",
        TITLE = "RADIANT: Better rPPG estimation using signal embeddings and
Transformer",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4965-4975",
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@inproceedings{bb267543,
        AUTHOR = "Birla, L. and Shukla, S. and Gupta, A.K. and Gupta, P.",
        TITLE = "ALPINE: Improving Remote Heart Rate Estimation using Contrastive
Learning",
        BOOKTITLE = WACV23,
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@inproceedings{bb267544,
        AUTHOR = "Lan, E.",
        TITLE = "Performer: A Novel PPG-to-ECG Reconstruction Transformer for a
Digital Biomarker of Cardiovascular Disease Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1990-1998",
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@inproceedings{bb267545,
        AUTHOR = "Hsieh, C.J. and Chung, W.H. and Hsu, C.T.",
        TITLE = "Augmentation of rPPG Benchmark Datasets: Learning to Remove and Embed
rPPG Signals via Double Cycle Consistent Learning from Unpaired Facial
Videos",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XVI:372-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262348"}

@inproceedings{bb267546,
        AUTHOR = "Li, T. and Liu, Y.C. and Owens, A. and Zhao, H.",
        TITLE = "Learning Visual Styles from Audio-Visual Associations",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:235-252",
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@inproceedings{bb267547,
        AUTHOR = "Choi, J.H. and Kang, K.B. and Kim, K.T.",
        TITLE = "Remote Respiration Monitoring of Moving Person Using Radio Signals",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:253-270",
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@inproceedings{bb267548,
        AUTHOR = "Napolean, Y. and Marwade, A. and Tomen, N. and Alkemade, P. and Eijsvogels, T. and van Gemert, J.C.",
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@inproceedings{bb267549,
        AUTHOR = "Huang, G.H. and Lu, H. and Zhu, X. and Luo, J.J.",
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        BOOKTITLE = ICIP22,
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@inproceedings{bb267550,
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@inproceedings{bb267551,
        AUTHOR = "Botina Monsalve, D. and Benezeth, Y. and Miteran, J.",
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        BOOKTITLE = CVPM22,
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@inproceedings{bb267552,
        AUTHOR = "Iuchi, K. and Miyazaki, R. and Cardoso, G.C. and Ogawa Ochiai, K. and Tsumura, N.",
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Neural Network Trained on Spatial Patterns of Facial Pulse Waves",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
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@inproceedings{bb267553,
        AUTHOR = "Wu, B.F. and Chiu, L.W. and Wu, Y.C. and Lai, C.C. and Chu, P.H.",
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Photoplethysmography with Synthetic Data Generation Using Generative
Adversarial Network",
        BOOKTITLE = CVPM22,
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@inproceedings{bb267554,
        AUTHOR = "Liu, X. and Zhang, M.C. and Jiang, Z.H. and Patel, S. and McDuff, D.",
        TITLE = "Federated Remote Physiological Measurement with Imperfect Data",
        BOOKTITLE = CVPM22,
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@inproceedings{bb267555,
        AUTHOR = "Wong, K.L. and Chin, J.W. and Chan, T.T. and Odinaev, I. and Suhartono, K. and Kang, T.Q. and So, R.H.Y.",
        TITLE = "Optimising rPPG Signal Extraction by Exploiting Facial Surface
Orientation",
        BOOKTITLE = CVPM22,
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@inproceedings{bb267556,
        AUTHOR = "Schrumpf, F. and Serdack, P.R. and Fuchs, M.",
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data using Deep Neural Networks in the scope of practical
applications",
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        YEAR = "2022",
        PAGES = "2171-2180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262359"}

@inproceedings{bb267557,
        AUTHOR = "Comas, J. and Ruiz, A. and Sukno, F.",
        TITLE = "Efficient Remote Photoplethysmography with Temporal Derivative
Modules and Time-Shift Invariant Loss",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2181-2190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262360"}

@inproceedings{bb267558,
        AUTHOR = "Kossack, B. and Wisotzky, E. and Eisert, P. and Schraven, S.P. and Globke, B. and Hilsmann, A.",
        TITLE = "Perfusion assessment via local remote photoplethysmography (rPPG)",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2191-2200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262361"}

@inproceedings{bb267559,
        AUTHOR = "Sabour, R.M. and Benezeth, Y.",
        TITLE = "Gated Recurrent Unit-Based RNN for Remote Photoplethysmography Signal
Segmentation",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2201-2209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262362"}

@inproceedings{bb267560,
        AUTHOR = "Bukum, K. and Savur, C. and Tsouri, G.R.",
        TITLE = "Deep Learning Classifier for Advancing Video Monitoring of Atrial
Fibrillation",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2210-2218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262363"}

@inproceedings{bb267561,
        AUTHOR = "Akaho, R. and Yoshioka, M.",
        TITLE = "Strain Detection based on Breath and Motion Features Obtained by a
Force Sensor for Smart Toilet Systems",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2113-2120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262364"}

@inproceedings{bb267562,
        AUTHOR = "Gao, H.Y. and Wu, X.P. and Geng, J.D. and Lv, Y.",
        TITLE = "Remote Heart Rate Estimation by Signal Quality Attention Network",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2121-2128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262365"}

@inproceedings{bb267563,
        AUTHOR = "Speth, J. and Vance, N. and Flynn, P.J. and Bowyer, K.W. and Czajka, A.",
        TITLE = "Remote Pulse Estimation in the Presence of Face Masks",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2085-2094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262366"}

@inproceedings{bb267564,
        AUTHOR = "Zhao, C.C. and Cao, P.C. and Xu, S. and Li, Z.G. and Feng, Y.J.",
        TITLE = "Pruning rPPG Networks: Toward Small Dense Network with Limited Number
of Training Samples",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2054-2063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262367"}

@inproceedings{bb267565,
        AUTHOR = "Carvalho, M. and Bras, S.",
        TITLE = "Heartbeat Selection Based on Outlier Removal",
        BOOKTITLE = IbPRIA22,
        YEAR = "2022",
        PAGES = "218-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262368"}

@inproceedings{bb267566,
        AUTHOR = "Gideon, J. and Stent, S.",
        TITLE = "The Way to my Heart is through Contrastive Learning: Remote
Photoplethysmography from Unlabelled Video",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "3975-3984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262369"}

@inproceedings{bb267567,
        AUTHOR = "Speth, J. and Vance, N. and Flynn, P.J. and Bowyer, K.W. and Czajka, A.",
        TITLE = "Digital and Physical-World Attacks on Remote Pulse Detection",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2795-2804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262370"}

@inproceedings{bb267568,
        AUTHOR = "Comas, A. and Marks, T.K. and Mansour, H. and Lohit, S. and Ma, Y. and Liu, X.M.",
        TITLE = "Turnip: Time-Series U-Net With Recurrence for NIR Imaging PPG",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "309-313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262371"}

@inproceedings{bb267569,
        AUTHOR = "Goudarz, R.H. and Mousavi, S.S. and Charmi, M.",
        TITLE = "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",
        BOOKTITLE = IPRIA21,
        YEAR = "2021",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262372"}

@inproceedings{bb267570,
        AUTHOR = "Hu, C.Y. and Zhang, K.Y. and Yao, T.P. and Ding, S.H. and Li, J.L. and Huang, F.Y. and Ma, L.Z.",
        TITLE = "An End-to-end Efficient Framework for Remote Physiological Signal
Sensing",
        BOOKTITLE = RePSS21,
        YEAR = "2021",
        PAGES = "2378-2384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262373"}

@inproceedings{bb267571,
        AUTHOR = "Liu, X.N. and Yang, X.Z. and Meng, Z.Y. and Wang, Y. and Zhang, J. and Wong, A.",
        TITLE = "MANet: a Motion-Driven Attention Network for Detecting the Pulse from
a Facial Video with Drastic Motions",
        BOOKTITLE = RePSS21,
        YEAR = "2021",
        PAGES = "2385-2390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262374"}

@inproceedings{bb267572,
        AUTHOR = "Du, J.D. and Liu, S.Q. and Zhang, B. and Yuen, P.C.",
        TITLE = "Weakly Supervised rPPG Estimation for Respiratory Rate Estimation",
        BOOKTITLE = RePSS21,
        YEAR = "2021",
        PAGES = "2391-2397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262375"}

@inproceedings{bb267573,
        AUTHOR = "Dong, Y.H. and Yang, G.P. and Yin, Y.L.",
        TITLE = "Time Lab's approach to the Challenge on Computer Vision for Remote
Physiological Measurement",
        BOOKTITLE = RePSS21,
        YEAR = "2021",
        PAGES = "2398-2403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262376"}

@inproceedings{bb267574,
        AUTHOR = "Hill, B.L. and Liu, X. and McDuff, D.",
        TITLE = "Beat-to-Beat Cardiac Pulse Rate Measurement From Video",
        BOOKTITLE = V4V21,
        YEAR = "2021",
        PAGES = "2739-2742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262377"}

@inproceedings{bb267575,
        AUTHOR = "Gideon, J. and Stent, S.",
        TITLE = "Estimating Heart Rate from Unlabelled Video",
        BOOKTITLE = V4V21,
        YEAR = "2021",
        PAGES = "2743-2749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262378"}

@inproceedings{bb267576,
        AUTHOR = "Ouzar, Y. and Djeldjli, D. and Bousefsaf, F. and Maaoui, C.",
        TITLE = "LCOMS Lab's approach to the Vision For Vitals (V4V) Challenge",
        BOOKTITLE = V4V21,
        YEAR = "2021",
        PAGES = "2750-2754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262379"}

@inproceedings{bb267577,
        AUTHOR = "Kossack, B. and Wisotzky, E. and Hilsmann, A. and Eisert, P.",
        TITLE = "Automatic region-based heart rate measurement using remote
photoplethysmography",
        BOOKTITLE = V4V21,
        YEAR = "2021",
        PAGES = "2755-2759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262380"}

@inproceedings{bb267578,
        AUTHOR = "Revanur, A. and Li, Z.H. and Ciftci, U.A. and Yin, L.J. and Jeni, L.A.",
        TITLE = "The First Vision For Vitals (V4V) Challenge for Non-Contact
Video-Based Physiological Estimation",
        BOOKTITLE = V4V21,
        YEAR = "2021",
        PAGES = "2760-2767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262381"}

@inproceedings{bb267579,
        AUTHOR = "Kwasniewska, A. and Szankin, M. and Ruminski, J. and Sarah, A. and Gamba, D.",
        TITLE = "Improving Accuracy of Respiratory Rate Estimation by Restoring High
Resolution Features with Transformers and Recursive Convolutional
Models",
        BOOKTITLE = CVPM21,
        YEAR = "2021",
        PAGES = "3852-3862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262382"}

@inproceedings{bb267580,
        AUTHOR = "Takahashi, R. and Ashida, K. and Kobayashi, Y. and Tokunaga, R. and Kodama, S. and Tsumura, N.",
        TITLE = "Oxygen Saturation Estimation Based on Optimal Band Selection from
Multi-band Video",
        BOOKTITLE = CVPM21,
        YEAR = "2021",
        PAGES = "3845-3851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262383"}

@inproceedings{bb267581,
        AUTHOR = "Gao, H.Y. and Wu, X.P. and Shi, C.Y. and Gao, Q. and Geng, J.D.",
        TITLE = "A LSTM-Based Realtime Signal Quality Assessment for
Photoplethysmogram and Remote Photoplethysmogram",
        BOOKTITLE = CVPM21,
        YEAR = "2021",
        PAGES = "3826-3835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262384"}

@inproceedings{bb267582,
        AUTHOR = "Schrumpf, F. and Frenzel, P. and Aust, C. and Osterhoff, G. and Fuchs, M.",
        TITLE = "Assessment of deep learning based blood pressure prediction from PPG
and rPPG signals",
        BOOKTITLE = CVPM21,
        YEAR = "2021",
        PAGES = "3815-3825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262385"}

@inproceedings{bb267583,
        AUTHOR = "Nowara, E.M. and McDuff, D. and Veeraraghavan, A.",
        TITLE = "Combining Magnification and Measurement for Non-Contact Cardiac
Monitoring",
        BOOKTITLE = CVPM21,
        YEAR = "2021",
        PAGES = "3805-3814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262386"}

@inproceedings{bb267584,
        AUTHOR = "Henze, J. and Houta, S. and Surges, R. and Kreuzer, J. and Bisgin, P.",
        TITLE = "Multimodal Detection of Tonic-clonic Seizures Based on 3d Acceleration
and Heart Rate Data from an In-ear Sensor",
        BOOKTITLE = AIHA20,
        YEAR = "2020",
        PAGES = "490-502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262387"}

@inproceedings{bb267585,
        AUTHOR = "Deng, Y.B.",
        TITLE = "Remote Liveness and Heart Rate Detection from Video",
        BOOKTITLE = WAAMI20,
        YEAR = "2020",
        PAGES = "89-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262388"}

@inproceedings{bb267586,
        AUTHOR = "Semchuk, I. and Muravskaya, N. and Zlobin, K. and Samorodov, A.",
        TITLE = "Machine Learning Approach for Contactless Photoplethysmographic
Measurement Verification",
        BOOKTITLE = IMTA20,
        YEAR = "2020",
        PAGES = "90-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262389"}

@inproceedings{bb267587,
        AUTHOR = "Tsou, Y.Y. and Lee, Y.A. and Hsu, C.T.",
        TITLE = "Multi-task Learning for Simultaneous Video Generation and Remote
Photoplethysmography Estimation",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "V:392-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262390"}

@inproceedings{bb267588,
        AUTHOR = "Romine, W. and Schroeder, N. and Edwards, A. and Banerjee, T.",
        TITLE = "Longitudinal Classification of Mental Effort Using Electrodermal
Activity, Heart Rate, and Skin Temperature Data from a Wearable Sensor",
        BOOKTITLE = CAIHA20,
        YEAR = "2020",
        PAGES = "86-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262391"}

@inproceedings{bb267589,
        AUTHOR = "Liu, S.Q. and Yuen, P.C.",
        TITLE = "A General Remote Photoplethysmography Estimator with Spatiotemporal
Convolutional Network",
        BOOKTITLE = FG20,
        YEAR = "2020",
        PAGES = "481-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262392"}

@inproceedings{bb267590,
        AUTHOR = "Lee, E. and Chen, E. and Lee, C.Y.",
        TITLE = "Meta-RPPG: Remote Heart Rate Estimation Using a Transductive
Meta-learner",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:392-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262393"}

@inproceedings{bb267591,
        AUTHOR = "Liu, X. and Yang, X. and Wang, D. and Fang, S.",
        TITLE = "Heart Rate Detection From Facial Videos Using A Frequencyconstrained
Multilayer Sparse Coding",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "335-339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262394"}

@inproceedings{bb267592,
        AUTHOR = "Lovisotto, G. and Turner, H. and Eberz, S. and Martinovic, I.",
        TITLE = "Seeing Red: PPG Biometrics Using Smartphone Cameras",
        BOOKTITLE = Biometrics20,
        YEAR = "2020",
        PAGES = "3565-3574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262395"}

@inproceedings{bb267593,
        AUTHOR = "Yu, H. and Sun, S. and Yu, H. and Chen, X. and Shi, H. and Huang, T.S. and Chen, T.",
        TITLE = "FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4312-4322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262396"}

@inproceedings{bb267594,
        AUTHOR = "Kopeliovich, M. and Kalinin, K. and Mironenko, Y. and Petrushan, M.",
        TITLE = "On indirect assessment of heart rate in video",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1260-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262397"}

@inproceedings{bb267595,
        AUTHOR = "Woyczyk, A. and Fleischhauer, V. and Zaunseder, S.",
        TITLE = "Skin Segmentation using Active Contours and Gaussian Mixture Models
for Heart Rate Detection in Videos",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1265-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262398"}

@inproceedings{bb267596,
        AUTHOR = "Li, X.B. and Sun, H.M. and Sun, Z.D. and Han, H. and Dantcheva, A. and Shan, S.G. and Zhao, G.Y.",
        TITLE = "The 2nd Challenge on Remote Physiological Signal Sensing (RePSS)",
        BOOKTITLE = RePSS21,
        YEAR = "2021",
        PAGES = "2404-2413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262399"}

@inproceedings{bb267597,
        AUTHOR = "Li, X.B. and Han, H. and Lu, H. and Niu, X. and Yu, Z. and Dantcheva, A. and Zhao, G.Y. and Shan, S.G.",
        TITLE = "The 1st Challenge on Remote Physiological Signal Sensing (RePSS)",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1274-1281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262400"}

@inproceedings{bb267598,
        AUTHOR = "Artemyev, M. and Churikova, M. and Grinenko, M. and Perepelkina, O.",
        TITLE = "Neurodata Lab's approach to the Challenge on Computer Vision for
Physiological Measurement",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1282-1288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262401"}

@inproceedings{bb267599,
        AUTHOR = "Botina Monsalve, D. and Benezeth, Y. and Macwan, R. and Pierrart, P. and Parra, F. and Nakamura, K. and Gomez, R. and Miteran, J.",
        TITLE = "Long Short-Term Memory Deep-Filter in Remote Photoplethysmography",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1242-1249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT262402"}