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        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#TT270139"}

@inproceedings{bb275401,
        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#TT270140"}

@inproceedings{bb275402,
        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#TT270141"}

@inproceedings{bb275403,
        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#TT270142"}

@inproceedings{bb275404,
        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#TT270143"}

@inproceedings{bb275405,
        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#TT270144"}

@inproceedings{bb275406,
        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#TT270145"}

@inproceedings{bb275407,
        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#TT270146"}

@inproceedings{bb275408,
        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#TT270147"}

@inproceedings{bb275409,
        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#TT270148"}

@inproceedings{bb275410,
        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#TT270149"}

@inproceedings{bb275411,
        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#TT270150"}

@inproceedings{bb275412,
        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#TT270151"}

@inproceedings{bb275413,
        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#TT270152"}

@inproceedings{bb275414,
        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#TT270153"}

@inproceedings{bb275415,
        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#TT270154"}

@inproceedings{bb275416,
        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#TT270155"}

@inproceedings{bb275417,
        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#TT270156"}

@inproceedings{bb275418,
        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#TT270157"}

@inproceedings{bb275419,
        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#TT270158"}

@inproceedings{bb275420,
        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#TT270159"}

@inproceedings{bb275421,
        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#TT270160"}

@inproceedings{bb275422,
        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#TT270161"}

@inproceedings{bb275423,
        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#TT270162"}

@inproceedings{bb275424,
        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#TT270163"}

@inproceedings{bb275425,
        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#TT270164"}

@inproceedings{bb275426,
        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#TT270165"}

@inproceedings{bb275427,
        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#TT270166"}

@inproceedings{bb275428,
        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#TT270167"}

@inproceedings{bb275429,
        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#TT270168"}

@inproceedings{bb275430,
        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#TT270169"}

@inproceedings{bb275431,
        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#TT270170"}

@inproceedings{bb275432,
        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#TT270171"}

@inproceedings{bb275433,
        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#TT270172"}

@inproceedings{bb275434,
        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#TT270173"}

@inproceedings{bb275435,
        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#TT270174"}

@inproceedings{bb275436,
        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#TT270175"}

@inproceedings{bb275437,
        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#TT270176"}

@inproceedings{bb275438,
        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#TT270177"}

@inproceedings{bb275439,
        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{bb275440,
        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#TT270179"}

@inproceedings{bb275441,
        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#TT270180"}

@inproceedings{bb275442,
        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#TT270181"}

@inproceedings{bb275443,
        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#TT270182"}

@inproceedings{bb275444,
        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#TT270183"}

@inproceedings{bb275445,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT270184"}

@inproceedings{bb275446,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT270185"}

@inproceedings{bb275447,
        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#TT270186"}

@inproceedings{bb275448,
        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#TT270187"}

@inproceedings{bb275449,
        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#TT270188"}

@inproceedings{bb275450,
        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",
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@inproceedings{bb275451,
        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",
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@inproceedings{bb275452,
        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#TT270191"}

@inproceedings{bb275453,
        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#TT270192"}

@inproceedings{bb275454,
        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#TT270193"}

@inproceedings{bb275455,
        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#TT270194"}

@inproceedings{bb275456,
        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#TT270195"}

@inproceedings{bb275457,
        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#TT270196"}

@inproceedings{bb275458,
        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#TT270197"}

@inproceedings{bb275459,
        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#TT270198"}

@inproceedings{bb275460,
        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#TT270199"}

@inproceedings{bb275461,
        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#TT270200"}

@inproceedings{bb275462,
        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#TT270201"}

@inproceedings{bb275463,
        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#TT270202"}

@inproceedings{bb275464,
        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#TT270203"}

@inproceedings{bb275465,
        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#TT270204"}

@inproceedings{bb275466,
        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#TT270205"}

@inproceedings{bb275467,
        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#TT270206"}

@inproceedings{bb275468,
        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#TT270207"}

@inproceedings{bb275469,
        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#TT270208"}

@inproceedings{bb275470,
        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#TT270209"}

@inproceedings{bb275471,
        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#TT270210"}

@inproceedings{bb275472,
        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#TT270211"}

@inproceedings{bb275473,
        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#TT270212"}

@inproceedings{bb275474,
        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#TT270213"}

@inproceedings{bb275475,
        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#TT270214"}

@inproceedings{bb275476,
        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#TT270215"}

@inproceedings{bb275477,
        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#TT270216"}

@inproceedings{bb275478,
        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#TT270217"}

@inproceedings{bb275479,
        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#TT270218"}

@inproceedings{bb275480,
        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#TT270219"}

@inproceedings{bb275481,
        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#TT270220"}

@inproceedings{bb275482,
        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#TT270221"}

@inproceedings{bb275483,
        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#TT270222"}

@inproceedings{bb275484,
        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#TT270223"}

@inproceedings{bb275485,
        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#TT270224"}

@inproceedings{bb275486,
        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#TT270225"}

@inproceedings{bb275487,
        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#TT270226"}

@inproceedings{bb275488,
        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#TT270227"}

@inproceedings{bb275489,
        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#TT270228"}

@inproceedings{bb275490,
        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#TT270229"}

@inproceedings{bb275491,
        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#TT270230"}

@inproceedings{bb275492,
        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#TT270231"}

@inproceedings{bb275493,
        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#TT270232"}

@inproceedings{bb275494,
        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#TT270233"}

@inproceedings{bb275495,
        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#TT270234"}

@inproceedings{bb275496,
        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#TT270235"}

@inproceedings{bb275497,
        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#TT270236"}

@inproceedings{bb275498,
        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#TT270237"}

@inproceedings{bb275499,
        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#TT270238"}

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