@inproceedings{bb219000,
        AUTHOR = "Wang, Z. and Kao, Y. and Hsu, C.",
        TITLE = "Vision-Based Heart Rate Estimation Via A Two-Stream CNN",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3327-3331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214084"}

@inproceedings{bb219001,
        AUTHOR = "Subramaniam, A. and Rajitha, K.",
        TITLE = "Spectral Reflectance Based Heart Rate Measurement from Facial Video",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3362-3366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214085"}

@inproceedings{bb219002,
        AUTHOR = "Hernandez Ortega, J. and Nagae, S. and Fierrez, J. and Morales, A.",
        TITLE = "Quality-Based Pulse Estimation from NIR Face Video with Application to
Driver Monitoring",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "II:108-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214086"}

@inproceedings{bb219003,
        AUTHOR = "Ghanadian, H. and Al Osman, H.",
        TITLE = "Non-contact Heart Rate Monitoring Using Multiple RGB Cameras",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:85-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214087"}

@inproceedings{bb219004,
        AUTHOR = "Moco, A. and Stuijk, S. and van Gastel, M. and de Haan, G.",
        TITLE = "Impairing Factors in Remote-PPG Pulse Transit Time Measurements on
the Face",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1439-14398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214088"}

@inproceedings{bb219005,
        AUTHOR = "Vogels, T. and van Gastel, M. and Wang, W. and de Haan, G.",
        TITLE = "Fully-Automatic Camera-Based Pulse-Oximetry During Sleep",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1430-14308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214089"}

@inproceedings{bb219006,
        AUTHOR = "Gupta, P. and Bhowmick, B. and Pal, A.",
        TITLE = "Exploring the Feasibility of Face Video Based Instantaneous
Heart-Rate for Micro-Expression Spotting",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1397-13977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214090"}

@inproceedings{bb219007,
        AUTHOR = "Tang, C. and Lu, J. and Liu, J.",
        TITLE = "Non-contact Heart Rate Monitoring by Combining Convolutional Neural
Network Skin Detection and Remote Photoplethysmography via a Low-Cost
Camera",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1390-13906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214091"}

@inproceedings{bb219008,
        AUTHOR = "Zhao, C. and Lin, C. and Chen, W. and Li, Z.",
        TITLE = "A Novel Framework for Remote Photoplethysmography Pulse Extraction on
Compressed Videos",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1380-138009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214092"}

@inproceedings{bb219009,
        AUTHOR = "Hernandez Ortega, J. and Fierrez, J. and Morales, A. and Tome, P.",
        TITLE = "Time Analysis of Pulse-Based Face Anti-Spoofing in Visible and NIR",
        BOOKTITLE = Biometrics18,
        YEAR = "2018",
        PAGES = "657-6578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214093"}

@inproceedings{bb219010,
        AUTHOR = "Park, J. and Sabharwal, A. and Veeraraghavan, A.",
        TITLE = "Direct-Global Separation for Improved Imaging Photoplethysmography",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1456-145609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214094"}

@inproceedings{bb219011,
        AUTHOR = "McDuff, D.",
        TITLE = "Deep Super Resolution for Recovering Physiological Information from
Videos",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1448-14487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214095"}

@inproceedings{bb219012,
        AUTHOR = "Fukunishi, M. and Kurita, K. and Yamamoto, S. and Tsumura, N.",
        TITLE = "Video Based Measurement of Heart Rate and Heart Rate Variability
Spectrogram from Estimated Hemoglobin Information",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1405-14057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214096"}

@inproceedings{bb219013,
        AUTHOR = "Bobbia, S. and Luguern, D. and Benezeth, Y. and Nakamura, K. and Gomez, R. and Dubois, J.",
        TITLE = "Real-Time Temporal Superpixels for Unsupervised Remote
Photoplethysmography",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1422-14227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214097"}

@inproceedings{bb219014,
        AUTHOR = "Niu, X.S. and Han, H. and Shan, S.G. and Chen, X.L.",
        TITLE = "SynRhythm: Learning a Deep Heart Rate Estimator from General to
Specific",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3580-3585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214098"}

@inproceedings{bb219015,
        AUTHOR = "Nowara, E.M. and Marks, T.K. and Mansour, H. and Veeraraghavany, A.",
        TITLE = "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs
Estimation in Near-Infrared",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1353-135309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214099"}

@inproceedings{bb219016,
        AUTHOR = "Pilz, C.S. and Zaunseder, S. and Krajewski, J. and Blazek, V.",
        TITLE = "Local Group Invariance for Heart Rate Estimation from Face Videos in
the Wild",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1335-13358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214100"}

@inproceedings{bb219017,
        AUTHOR = "Lewis, G.F. and Davila, M.I. and Porges, S.W.",
        TITLE = "Novel Algorithms to Monitor Continuous Cardiac Activity with a Video
Camera",
        BOOKTITLE = Physiological18,
        YEAR = "2018",
        PAGES = "1363-13638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214101"}

@inproceedings{bb219018,
        AUTHOR = "Rapczynski, M. and Zhang, C. and Al Hamadi, A. and Notni, G.",
        TITLE = "A Multi-Spectral Database for NIR Heart Rate Estimation",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2022-2026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214102"}

@inproceedings{bb219019,
        AUTHOR = "Rapczynski, M. and Werner, P. and Saxen, F. and Al Hamadi, A.",
        TITLE = "How the Region of Interest Impacts Contact Free Heart Rate Estimation
Algorithms",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "2027-2031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214103"}

@inproceedings{bb219020,
        AUTHOR = "Spetlik, R. and Cech, J. and Matas, J.G.",
        TITLE = "Non-Contact Reflectance Photoplethysmography:
Progress, Limitations, and Myths",
        BOOKTITLE = FG18,
        YEAR = "2018",
        PAGES = "702-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214104"}

@inproceedings{bb219021,
        AUTHOR = "Zhu, Q. and Wong, C.W. and Fu, C.H. and Wu, M.",
        TITLE = "Fitness heart rate measurement using face videos",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2000-2004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214105"}

@inproceedings{bb219022,
        AUTHOR = "Gupta, P. and Bhowmik, B. and Pal, A.",
        TITLE = "Robust Adaptive Heart-Rate Monitoring Using Face Videos",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "530-538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214106"}

@inproceedings{bb219023,
        AUTHOR = "Gupta, P. and Bhowmik, B. and Pal, A.",
        TITLE = "Accurate heart-rate estimation from face videos using quality-based
fusion",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4132-4136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214107"}

@inproceedings{bb219024,
        AUTHOR = "Boccignone, G. and Cuculo, V. and Grossi, G. and Lanzarotti, R. and Migliaccio, R.",
        TITLE = "Virtual EMG via Facial Video Analysis",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:197-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214108"}

@inproceedings{bb219025,
        AUTHOR = "Pilz, C.S. and Krajewski, J. and Blazek, V.",
        TITLE = "On the Diffusion Process for Heart Rate Estimation from Face Videos
Under Realistic Conditions",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "361-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214109"}

@inproceedings{bb219026,
        AUTHOR = "Wang, W.J. and den Brinker, A.C. and Stuijk, S. and de Haan, G.",
        TITLE = "Color-Distortion Filtering for Remote Photoplethysmography",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "71-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214110"}

@inproceedings{bb219027,
        AUTHOR = "McDuff, D.J. and Blackford, E.B. and Estepp, J.R.",
        TITLE = "The Impact of Video Compression on Remote Cardiac Pulse Measurement
Using Imaging Photoplethysmography",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "63-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214111"}

@inproceedings{bb219028,
        AUTHOR = "Shahu, D. and Baxhaku, I. and Rakipi, A.",
        TITLE = "Non-contact signal detection and processing techniques for
cardio-respiratory thoracic activity",
        BOOKTITLE = WSSIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214112"}

@inproceedings{bb219029,
        AUTHOR = "Villarroel, M. and Jorge, J. and Pugh, C. and Tarassenko, L.",
        TITLE = "Non-Contact Vital Sign Monitoring in the Clinic",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "278-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214113"}

@inproceedings{bb219030,
        AUTHOR = "Jorge, J. and Villarroel, M. and Chaichulee, S. and Guazzi, A. and Davis, S. and Green, G. and McCormick, K. and Tarassenko, L.",
        TITLE = "Non-Contact Monitoring of Respiration in the Neonatal Intensive Care
Unit",
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        YEAR = "2017",
        PAGES = "286-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214114"}

@inproceedings{bb219031,
        AUTHOR = "Shao, D. and Yang, Y. and Tsow, F. and Liu, C. and Tao, N.",
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Video Recording towards Real-Time Blood Pressure and Abnormal Heart
Rhythm Monitoring",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "273-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214115"}

@inproceedings{bb219032,
        AUTHOR = "Chaichulee, S. and Villarroel, M. and Jorge, J. and Arteta, C. and Green, G. and McCormick, K. and Zisserman, A. and Tarassenko, L.",
        TITLE = "Multi-Task Convolutional Neural Network for Patient Detection and
Skin Segmentation in Continuous Non-Contact Vital Sign Monitoring",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "266-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214116"}

@inproceedings{bb219033,
        AUTHOR = "Rapczynski, M. and Werner, P. and Al Hamadi, A.",
        TITLE = "Continuous low latency heart rate estimation from painful faces in
real time",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1165-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214117"}

@inproceedings{bb219034,
        AUTHOR = "Batra, A. and Chandra, A. and Matoria, V.",
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Algorithms",
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214118"}

@inproceedings{bb219035,
        AUTHOR = "Abbas, G. and Khan, M.J. and Qureshi, R. and Khurshid, K.",
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        BOOKTITLE = CMVIT17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214119"}

@inproceedings{bb219036,
        AUTHOR = "Chen, J. and Chang, Z. and Qiu, Q. and Li, X. and Sapiro, G. and Bronstein, A.M. and Pietikainen, M.",
        TITLE = "RealSense real heart rate: Illumination invariant heart rate
estimation from videos",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
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@inproceedings{bb219037,
        AUTHOR = "Wang, W. and Balmaekers, B. and de Haan, G.",
        TITLE = "Quality metric for camera-based pulse rate monitoring in fitness
exercise",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214121"}

@inproceedings{bb219038,
        AUTHOR = "Chwyl, B. and Chung, A.G. and Amelard, R. and Deglint, J. and Clausi, D.A. and Wong, A.",
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inference in realistic environments",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214122"}

@inproceedings{bb219039,
        AUTHOR = "Tulyakov, S. and Alameda Pineda, X. and Ricci, E. and Yin, L. and Cohn, J.F. and Sebe, N.",
        TITLE = "Self-Adaptive Matrix Completion for Heart Rate Estimation from Face
Videos under Realistic Conditions",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889hr1.html#TT214123"}

@inproceedings{bb219040,
        AUTHOR = "Zenko, J. and Kos, M. and Kramberger, I.",
        TITLE = "Pulse rate variability and blood oxidation content identification
using miniature wearable wrist device",
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        YEAR = "2016",
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@inproceedings{bb219041,
        AUTHOR = "Shagholi, A. and Charmi, M. and Rakhshan, H.",
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from face video images",
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@inproceedings{bb219042,
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@inproceedings{bb219043,
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@inproceedings{bb219044,
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@inproceedings{bb219045,
        AUTHOR = "Gunther, J. and Ruben, N. and Moon, T.",
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@inproceedings{bb219046,
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@article{bb219059,
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@article{bb219060,
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@article{bb219070,
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@article{bb219071,
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@article{bb219073,
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@inproceedings{bb219074,
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@article{bb219076,
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@article{bb219077,
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micro-imaging-based virtual bone biopsy",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889.html#TT214164"}

@article{bb219081,
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@article{bb219098,
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        YEAR = "2016",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical889.html#TT214181"}

@article{bb219099,
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