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@inproceedings{bb274552,
        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#TT269292"}

@inproceedings{bb274553,
        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#TT269293"}

@inproceedings{bb274554,
        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#TT269294"}

@inproceedings{bb274555,
        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#TT269295"}

@inproceedings{bb274556,
        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#TT269296"}

@inproceedings{bb274557,
        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#TT269297"}

@inproceedings{bb274558,
        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#TT269298"}

@inproceedings{bb274559,
        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#TT269299"}

@inproceedings{bb274560,
        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#TT269300"}

@inproceedings{bb274561,
        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#TT269301"}

@inproceedings{bb274562,
        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#TT269302"}

@inproceedings{bb274563,
        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#TT269303"}

@inproceedings{bb274564,
        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#TT269304"}

@inproceedings{bb274565,
        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#TT269305"}

@inproceedings{bb274566,
        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#TT269306"}

@inproceedings{bb274567,
        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#TT269307"}

@inproceedings{bb274568,
        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#TT269308"}

@inproceedings{bb274569,
        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#TT269309"}

@inproceedings{bb274570,
        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#TT269310"}

@inproceedings{bb274571,
        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#TT269311"}

@inproceedings{bb274572,
        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#TT269312"}

@inproceedings{bb274573,
        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#TT269313"}

@inproceedings{bb274574,
        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#TT269314"}

@inproceedings{bb274575,
        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#TT269315"}

@inproceedings{bb274576,
        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#TT269316"}

@inproceedings{bb274577,
        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#TT269317"}

@inproceedings{bb274578,
        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#TT269318"}

@inproceedings{bb274579,
        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#TT269319"}

@inproceedings{bb274580,
        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#TT269320"}

@inproceedings{bb274581,
        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#TT269321"}

@inproceedings{bb274582,
        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#TT269322"}

@inproceedings{bb274583,
        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#TT269323"}

@inproceedings{bb274584,
        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#TT269324"}

@inproceedings{bb274585,
        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#TT269325"}

@inproceedings{bb274586,
        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#TT269326"}

@inproceedings{bb274587,
        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#TT269327"}

@inproceedings{bb274588,
        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#TT269328"}

@inproceedings{bb274589,
        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",
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@inproceedings{bb274590,
        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#TT269330"}

@inproceedings{bb274591,
        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#TT269331"}

@inproceedings{bb274592,
        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{bb274593,
        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",
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@inproceedings{bb274594,
        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#TT269334"}

@inproceedings{bb274595,
        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
Estimation",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "01-08",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT269335"}

@inproceedings{bb274596,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT269336"}

@inproceedings{bb274597,
        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,
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@inproceedings{bb274598,
        AUTHOR = "Birla, L. and Shukla, S. and Gupta, A.K. and Gupta, P.",
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@inproceedings{bb274599,
        AUTHOR = "Lan, E.",
        TITLE = "Performer: A Novel PPG-to-ECG Reconstruction Transformer for a
Digital Biomarker of Cardiovascular Disease Detection",
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        YEAR = "2023",
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