@inproceedings{bb245400,
        AUTHOR = "Yang, G. 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#TT240298"}

@inproceedings{bb245401,
        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#TT240299"}

@inproceedings{bb245402,
        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#TT240300"}

@inproceedings{bb245403,
        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#TT240301"}

@inproceedings{bb245404,
        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#TT240302"}

@inproceedings{bb245405,
        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#TT240303"}

@inproceedings{bb245406,
        AUTHOR = "Carter, J. 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#TT240304"}

@inproceedings{bb245407,
        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#TT240305"}

@inproceedings{bb245408,
        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#TT240306"}

@inproceedings{bb245409,
        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#TT240307"}

@inproceedings{bb245410,
        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#TT240308"}

@inproceedings{bb245411,
        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#TT240309"}

@inproceedings{bb245412,
        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#TT240310"}

@inproceedings{bb245413,
        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#TT240311"}

@inproceedings{bb245414,
        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#TT240312"}

@inproceedings{bb245415,
        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#TT240313"}

@inproceedings{bb245416,
        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#TT240314"}

@inproceedings{bb245417,
        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#TT240315"}

@inproceedings{bb245418,
        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#TT240316"}

@inproceedings{bb245419,
        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#TT240317"}

@inproceedings{bb245420,
        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#TT240318"}

@inproceedings{bb245421,
        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#TT240319"}

@inproceedings{bb245422,
        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#TT240320"}

@inproceedings{bb245423,
        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#TT240321"}

@inproceedings{bb245424,
        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#TT240322"}

@inproceedings{bb245425,
        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#TT240323"}

@inproceedings{bb245426,
        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#TT240324"}

@inproceedings{bb245427,
        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#TT240325"}

@inproceedings{bb245428,
        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#TT240326"}

@inproceedings{bb245429,
        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#TT240327"}

@inproceedings{bb245430,
        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#TT240328"}

@inproceedings{bb245431,
        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#TT240329"}

@inproceedings{bb245432,
        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#TT240330"}

@inproceedings{bb245433,
        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#TT240331"}

@inproceedings{bb245434,
        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#TT240332"}

@inproceedings{bb245435,
        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#TT240333"}

@inproceedings{bb245436,
        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#TT240334"}

@inproceedings{bb245437,
        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#TT240335"}

@inproceedings{bb245438,
        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#TT240336"}

@inproceedings{bb245439,
        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#TT240337"}

@inproceedings{bb245440,
        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#TT240338"}

@inproceedings{bb245441,
        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#TT240339"}

@inproceedings{bb245442,
        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#TT240340"}

@inproceedings{bb245443,
        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#TT240341"}

@inproceedings{bb245444,
        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#TT240342"}

@inproceedings{bb245445,
        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#TT240343"}

@inproceedings{bb245446,
        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#TT240344"}

@inproceedings{bb245447,
        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#TT240345"}

@inproceedings{bb245448,
        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#TT240346"}

@inproceedings{bb245449,
        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",
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@inproceedings{bb245450,
        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",
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@inproceedings{bb245451,
        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#TT240349"}

@inproceedings{bb245452,
        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#TT240350"}

@inproceedings{bb245453,
        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#TT240351"}

@inproceedings{bb245454,
        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",
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@inproceedings{bb245455,
        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",
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@inproceedings{bb245456,
        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#TT240354"}

@inproceedings{bb245457,
        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#TT240355"}

@inproceedings{bb245458,
        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#TT240356"}

@inproceedings{bb245459,
        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#TT240357"}

@inproceedings{bb245460,
        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#TT240358"}

@inproceedings{bb245461,
        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#TT240359"}

@inproceedings{bb245462,
        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#TT240360"}

@inproceedings{bb245463,
        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#TT240361"}

@inproceedings{bb245464,
        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#TT240362"}

@inproceedings{bb245465,
        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#TT240363"}

@inproceedings{bb245466,
        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#TT240364"}

@inproceedings{bb245467,
        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#TT240365"}

@inproceedings{bb245468,
        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#TT240366"}

@inproceedings{bb245469,
        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#TT240367"}

@inproceedings{bb245470,
        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#TT240368"}

@inproceedings{bb245471,
        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#TT240369"}

@inproceedings{bb245472,
        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#TT240370"}

@inproceedings{bb245473,
        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#TT240371"}

@inproceedings{bb245474,
        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#TT240372"}

@inproceedings{bb245475,
        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#TT240373"}

@inproceedings{bb245476,
        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#TT240374"}

@inproceedings{bb245477,
        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#TT240375"}

@inproceedings{bb245478,
        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#TT240376"}

@inproceedings{bb245479,
        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#TT240377"}

@inproceedings{bb245480,
        AUTHOR = "Artemyev, M. and Churikova, M. and Grinenko, M. and Perepelkina, O.",
        TITLE = "Neurodata Lab's approach to the Challenge on Computer Vision for
Physiological Measurement",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1282-1288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240378"}

@inproceedings{bb245481,
        AUTHOR = "Botina Monsalve, D. and Benezeth, Y. and Macwan, R. and Pierrart, P. and Parra, F. and Nakamura, K. and Gomez, R. and Miteran, J.",
        TITLE = "Long Short-Term Memory Deep-Filter in Remote Photoplethysmography",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1242-1249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240379"}

@inproceedings{bb245482,
        AUTHOR = "Mironenko, Y. and Kalinin, K. and Kopeliovich, M. and Petrushan, M.",
        TITLE = "Remote Photoplethysmography: Rarely Considered Factors",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1197-1206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240380"}

@inproceedings{bb245483,
        AUTHOR = "Yoshioka, M. and Bounyong, S.",
        TITLE = "Analysis of Pulse Transit Time Derived from Imaging
Photoplethysmography and Microwave Sensor-based Ballistocardiography",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1156-1162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240381"}

@inproceedings{bb245484,
        AUTHOR = "Perepelkina, O. and Artemyev, M. and Churikova, M. and Grinenko, M.",
        TITLE = "HeartTrack: Convolutional neural network for remote video-based heart
rate monitoring",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1163-1171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240382"}

@inproceedings{bb245485,
        AUTHOR = "Condrea, F. and Ivan, V. and Leordeanu, M.",
        TITLE = "In Search of Life: Learning from Synthetic Data to Detect Vital Signs
in Videos",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1207-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240383"}

@inproceedings{bb245486,
        AUTHOR = "Nowara, E.M. and McDuff, D. and Veeraraghavan, A.",
        TITLE = "A Meta-Analysis of the Impact of Skin Type and Gender on Non-contact
Photoplethysmography Measurements",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1148-1155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240384"}

@inproceedings{bb245487,
        AUTHOR = "Wang, D. and Yang, X. and Liu, X. and Fang, S. and Ma, L. and Li, L.",
        TITLE = "Photoplethysmography based stratification of blood pressure using
multi information fusion artificial neural network",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1113-1119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240385"}

@inproceedings{bb245488,
        AUTHOR = "Zhao, C. and Han, W. and Chen, Z. and Li, Y. and Feng, Y.",
        TITLE = "Remote Estimation of Heart Rate Based on Multi-Scale Facial ROIs",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1120-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240386"}

@inproceedings{bb245489,
        AUTHOR = "Zhou, K. and Krause, S. and Blocher, T. and Stork, W.",
        TITLE = "Enhancing Remote-PPG Pulse Extraction in Disturbance Scenarios
Utilizing Spectral Characteristics",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1130-1138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240387"}

@inproceedings{bb245490,
        AUTHOR = "Luguern, D. and Perche, S. and Benezeth, Y. and Moser, V. and Dunbar, L.A. and Braun, F. and Lemkaddem, A. and Nakamura, K. and Gomez, R. and Dubois, J.",
        TITLE = "An Assessment of Algorithms to Estimate Respiratory Rate from the
Remote Photoplethysmogram",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1232-1241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240388"}

@inproceedings{bb245491,
        AUTHOR = "Hessler, C. and Abouelenien, M. and Burzo, M.",
        TITLE = "A Non-contact Method for Extracting Heart and Respiration Rates",
        BOOKTITLE = CRV20,
        YEAR = "2020",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240389"}

@inproceedings{bb245492,
        AUTHOR = "Macwan, R. and Bobbia, S. and Benezeth, Y. and Dubois, J. and Mansouri, A.",
        TITLE = "Periodic Variance Maximization Using Generalized Eigenvalue
Decomposition Applied to Remote Photoplethysmography Estimation",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1413-14138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240390"}

@inproceedings{bb245493,
        AUTHOR = "He, W. and Ye, Y. and Li, Y. and Xu, H. and Lu, L. and Huang, W. and Sun, M.",
        TITLE = "Variational Mode Decomposition-Based Heart Rate Estimation Using
Wrist-Type Photoplethysmography During Physical Exercise",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3766-3771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240391"}

@inproceedings{bb245494,
        AUTHOR = "Pilz, C.",
        TITLE = "On the Vector Space in Photoplethysmography Imaging",
        BOOKTITLE = CVPM19,
        YEAR = "2019",
        PAGES = "1580-1588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240392"}

@inproceedings{bb245495,
        AUTHOR = "Chwyl, B. and Chung, A.G. and Amelard, R. and Deglint, J. and Clausi, D.A. and Wong, A.",
        TITLE = "Time-Frequency Domain Analysis via Pulselets for Non-contact Heart
Rate Estimation from Remotely Acquired Photoplethysmograms",
        BOOKTITLE = CRV16,
        YEAR = "2016",
        PAGES = "201-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240393"}

@inproceedings{bb245496,
        AUTHOR = "Nowara, E. and McDuff, D.J.",
        TITLE = "Combating the Impact of Video Compression on Non-Contact Vital Sign
Measurement Using Supervised Learning",
        BOOKTITLE = CVPM19,
        YEAR = "2019",
        PAGES = "1706-1712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240394"}

@inproceedings{bb245497,
        AUTHOR = "Zhao, C. and Mei, P. and Xu, S. and Li, Y. and Feng, Y.",
        TITLE = "Performance Evaluation of Visual Object Detection and Tracking
Algorithms Used in Remote Photoplethysmography",
        BOOKTITLE = CVPM19,
        YEAR = "2019",
        PAGES = "1646-1655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240395"}

@inproceedings{bb245498,
        AUTHOR = "Kopeliovich, M. and Mironenko, Y. and Petrushan, M.",
        TITLE = "Architectural Tricks for Deep Learning in Remote Photoplethysmography",
        BOOKTITLE = CVPM19,
        YEAR = "2019",
        PAGES = "1688-1696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240396"}

@inproceedings{bb245499,
        AUTHOR = "Yu, Z. and Peng, W. and Li, X. and Hong, X. and Zhao, G.",
        TITLE = "Remote Heart Rate Measurement From Highly Compressed Facial Videos:
An End-to-End Deep Learning Solution With Video Enhancement",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "151-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT240397"}