@article{bb273600,
        AUTHOR = "Qiu, Y. and Deng, Z.M. and Huang, X.H.",
        TITLE = "Unified complex-valued high-resolution frequency representation with
cross-domain attention for radar-based physiological state
recognition",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268341"}

@article{bb273601,
        AUTHOR = "Boccignone, G. and Cuculo, V. and D'amelio, A. and Grossi, G. and Lanzarotti, R. and Patania, S.",
        TITLE = "Remote Respiration Measurement with RGB Cameras: A Review and
Benchmark",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268342"}

@article{bb273602,
        AUTHOR = "Mohammadiazni, M. and Lizotte, D.J. and Trejos, A.L.",
        TITLE = "Stacked one-vs-one (SOvO): A new approach for multi-class
classification for sEMG recognition",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268343"}

@article{bb273603,
        AUTHOR = "Savic, M. and Zhao, G.Y.",
        TITLE = "Oulu Remote-photoplethysmography Presentation Attacks Database (OR-PAD)",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268344"}

@inproceedings{bb273604,
        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#TT268345"}

@article{bb273605,
        AUTHOR = "Zhang, Y.J. and Hu, Z.X. and Li, M.",
        TITLE = "Modeling Localized PPG for Blood Pressure Forecasting With MoE and
Quantile Regression",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "531-535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268346"}

@article{bb273606,
        AUTHOR = "Wang, D. and Hu, Q. and Xing, X.M. and Wu, H. and Liu, J. and Fu, X.P. and Yang, C.",
        TITLE = "Thinking like clinicians: Ranking-based multi-instance learning for
PPG-based hemodynamic fluctuation detection",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268347"}

@inproceedings{bb273607,
        AUTHOR = "Kheddar, H. and Himeur, Y. and Amira, A.",
        TITLE = "BreathAI: Transfer Learning-Based Thermal Imaging for Automated
Breathing Pattern Recognition",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2612-2617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268348"}

@inproceedings{bb273608,
        AUTHOR = "Dai, T.Y. and Chen, Y. and Hu, Y.",
        TITLE = "rPPG-NDCL: Unsupervised Remote Physiological Measurement Via
Noise-Disentangled Contrastive Learning",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2856-2861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268349"}

@inproceedings{bb273609,
        AUTHOR = "Shao, H. and Luo, L. and Qian, J.J. and Yan, M.K. and Chen, S. and Yang, J.",
        TITLE = "Remote Photoplethysmography in Real-World and Extreme Lighting
Scenarios",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10858-10867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268350"}

@inproceedings{bb273610,
        AUTHOR = "Ahmad, S. and Bano, S. and Verma, S. and Rawat, Y.S. and Chanda, S. and Vipparthi, S.K. and Murala, S.",
        TITLE = "PULSE: Physiological Understanding with Liquid Signal Extraction",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4574-4584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268351"}

@inproceedings{bb273611,
        AUTHOR = "Ahmad, S. and Bano, S. and Chanda, S. and Vipparthi, S.K. and Murala, S.",
        TITLE = "TRUST: Time-Domain Residual Unsupervised Stability Technique for
Improved Heart Rate Estimation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4046-4055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268352"}

@inproceedings{bb273612,
        AUTHOR = "Cheng, C.H. and Chin, J.W. and Wong, K.L. and Chan, T.T. and Lo, H.C. and Pang, K.L. and So, R. and Yan, B.",
        TITLE = "Remote Blood Pressure Estimation from Facial Videos Using Transfer
Learning: Leveraging PPG to rPPG Conversion",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4225-4236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268353"}

@inproceedings{bb273613,
        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#TT268354"}

@inproceedings{bb273614,
        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#TT268355"}

@inproceedings{bb273615,
        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#TT268356"}

@inproceedings{bb273616,
        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#TT268357"}

@inproceedings{bb273617,
        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#TT268358"}

@inproceedings{bb273618,
        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#TT268359"}

@inproceedings{bb273619,
        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#TT268360"}

@inproceedings{bb273620,
        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#TT268361"}

@inproceedings{bb273621,
        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#TT268362"}

@inproceedings{bb273622,
        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#TT268363"}

@inproceedings{bb273623,
        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#TT268364"}

@inproceedings{bb273624,
        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#TT268365"}

@inproceedings{bb273625,
        AUTHOR = "Paruchuri, A. and Liu, X. and Pan, Y. and Patel, S. and McDuff, D. and Sengupta, S.",
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Physiological Measurement",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "5921-5930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268366"}

@inproceedings{bb273626,
        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#TT268367"}

@inproceedings{bb273627,
        AUTHOR = "Srivastava, R. and Patel, K.K. and Kumar, B.",
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using 2-D CNN",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268368"}

@inproceedings{bb273628,
        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#TT268369"}

@inproceedings{bb273629,
        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#TT268370"}

@inproceedings{bb273630,
        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#TT268371"}

@inproceedings{bb273631,
        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#TT268372"}

@inproceedings{bb273632,
        AUTHOR = "Du, J. and Liu, S.Q. and Zhang, B. and Yuen, P.C.",
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rPPG Estimation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10355-10364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268373"}

@inproceedings{bb273633,
        AUTHOR = "Speth, J. and Vance, N. and Flynn, P. and Czajka, A.",
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Video",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14464-14474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268374"}

@inproceedings{bb273634,
        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#TT268375"}

@inproceedings{bb273635,
        AUTHOR = "Carter, J.F. and Jorge, J. and Gibson, O. and Tarassenko, L.",
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Pre-Trained Transformers",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12479-12489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268376"}

@inproceedings{bb273636,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268377"}

@inproceedings{bb273637,
        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#TT268378"}

@inproceedings{bb273638,
        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#TT268379"}

@inproceedings{bb273639,
        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#TT268380"}

@inproceedings{bb273640,
        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#TT268381"}

@inproceedings{bb273641,
        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#TT268382"}

@inproceedings{bb273642,
        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#TT268383"}

@inproceedings{bb273643,
        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#TT268384"}

@inproceedings{bb273644,
        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#TT268385"}

@inproceedings{bb273645,
        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#TT268386"}

@inproceedings{bb273646,
        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#TT268387"}

@inproceedings{bb273647,
        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",
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@inproceedings{bb273648,
        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#TT268389"}

@inproceedings{bb273649,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268390"}

@inproceedings{bb273650,
        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#TT268391"}

@inproceedings{bb273651,
        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",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268392"}

@inproceedings{bb273652,
        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#TT268393"}

@inproceedings{bb273653,
        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,
        YEAR = "2023",
        PAGES = "4997-5006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268394"}

@inproceedings{bb273654,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268395"}

@inproceedings{bb273655,
        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,
        YEAR = "2023",
        PAGES = "5018-5027",
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@inproceedings{bb273656,
        AUTHOR = "Lan, E.",
        TITLE = "Performer: A Novel PPG-to-ECG Reconstruction Transformer for a
Digital Biomarker of Cardiovascular Disease Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
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@inproceedings{bb273657,
        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#TT268398"}

@inproceedings{bb273658,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268399"}

@inproceedings{bb273659,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268400"}

@inproceedings{bb273660,
        AUTHOR = "Napolean, Y. and Marwade, A. and Tomen, N. and Alkemade, P. and Eijsvogels, T. and van Gemert, J.C.",
        TITLE = "Heart rate estimation in intense exercise videos",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3933-3937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268401"}

@inproceedings{bb273661,
        AUTHOR = "Huang, G.H. and Lu, H. and Zhu, X. and Luo, J.J.",
        TITLE = "3DCNN-Based Palpation Localization with Temporal Attention Module",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "871-875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268402"}

@inproceedings{bb273662,
        AUTHOR = "Wang, Z. and Ba, Y.H. and Chari, P. and Bozkurt, O.D. and Brown, G. and Patwa, P. and Vaddi, N. and Jalilian, L. and Kadambi, A.",
        TITLE = "Synthetic Generation of Face Videos with Plethysmograph Physiology",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "20555-20564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268403"}

@inproceedings{bb273663,
        AUTHOR = "Botina Monsalve, D. and Benezeth, Y. and Miteran, J.",
        TITLE = "RTrPPG: An Ultra Light 3DCNN for Real-Time Remote
Photoplethysmography",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2145-2153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268404"}

@inproceedings{bb273664,
        AUTHOR = "Iuchi, K. and Miyazaki, R. and Cardoso, G.C. and Ogawa Ochiai, K. and Tsumura, N.",
        TITLE = "Remote Estimation of Continuous Blood Pressure by a Convolutional
Neural Network Trained on Spatial Patterns of Facial Pulse Waves",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2138-2144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268405"}

@inproceedings{bb273665,
        AUTHOR = "Wu, B.F. and Chiu, L.W. and Wu, Y.C. and Lai, C.C. and Chu, P.H.",
        TITLE = "Contactless Blood Pressure Measurement via Remote
Photoplethysmography with Synthetic Data Generation Using Generative
Adversarial Network",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2129-2137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268406"}

@inproceedings{bb273666,
        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,
        YEAR = "2022",
        PAGES = "2154-2163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268407"}

@inproceedings{bb273667,
        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,
        YEAR = "2022",
        PAGES = "2164-2170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268408"}

@inproceedings{bb273668,
        AUTHOR = "Schrumpf, F. and Serdack, P.R. and Fuchs, M.",
        TITLE = "Regression or Classification? Reflection on BP prediction from PPG
data using Deep Neural Networks in the scope of practical
applications",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2171-2180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT268409"}

@inproceedings{bb273669,
        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#TT268410"}

@inproceedings{bb273670,
        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#TT268411"}

@inproceedings{bb273671,
        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#TT268412"}

@inproceedings{bb273672,
        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#TT268413"}

@inproceedings{bb273673,
        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#TT268414"}

@inproceedings{bb273674,
        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#TT268415"}

@inproceedings{bb273675,
        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#TT268416"}

@inproceedings{bb273676,
        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#TT268417"}

@inproceedings{bb273677,
        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#TT268418"}

@inproceedings{bb273678,
        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#TT268419"}

@inproceedings{bb273679,
        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#TT268420"}

@inproceedings{bb273680,
        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#TT268421"}

@inproceedings{bb273681,
        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#TT268422"}

@inproceedings{bb273682,
        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#TT268423"}

@inproceedings{bb273683,
        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#TT268424"}

@inproceedings{bb273684,
        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#TT268425"}

@inproceedings{bb273685,
        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#TT268426"}

@inproceedings{bb273686,
        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#TT268427"}

@inproceedings{bb273687,
        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#TT268428"}

@inproceedings{bb273688,
        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#TT268429"}

@inproceedings{bb273689,
        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#TT268430"}

@inproceedings{bb273690,
        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#TT268431"}

@inproceedings{bb273691,
        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#TT268432"}

@inproceedings{bb273692,
        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#TT268433"}

@inproceedings{bb273693,
        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#TT268434"}

@inproceedings{bb273694,
        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#TT268435"}

@inproceedings{bb273695,
        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#TT268436"}

@inproceedings{bb273696,
        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#TT268437"}

@inproceedings{bb273697,
        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#TT268438"}

@inproceedings{bb273698,
        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#TT268439"}

@inproceedings{bb273699,
        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#TT268440"}

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