Heart rate estimation using remote photoplethysmography with multi-objective optimization
Tài liệu tham khảo
Bertsekas, 1982
Comon, 1994, Independent component analysis, a new concept?, Signal Process., 36, 287, 10.1016/0165-1684(94)90029-9
C.Ó. Conaire, N.E. O’Connor, A.F. Smeaton, Detector adaptation by maximising agreement between independent data sources, CVPR, 2007.
De Haan, 2013, Robust pulse rate from chrominance-based rPPG, IEEE Trans. Biomed. Eng., 60, 2878, 10.1109/TBME.2013.2266196
de Haan, 2014, Improved motion robustness of remote-PPG by using the blood volume pulse signature, Physiol. Meas., 35, 1913, 10.1088/0967-3334/35/9/1913
Deb, 2011, Multi-objective optimization using evolutionary algorithms: an introduction, 1
Djuwari, 2005, Limitations of ICA for artefact removal, IEEE Med. Biol. Soc., 5, 4685
Grant, 2008, Graph implementations for nonsmooth convex programs, 95
Grant, 2014
Gunther, 2015, Model-based (passive) heart rate estimation using remote video recording of moving human subjects illuminated by ambient light, International Conference on Image Processing (ICIP), 2870
Hertzman, 1937, Photoelectric plethysmography of the fingers and toes in man, Exp. Biol. Med., 37, 529, 10.3181/00379727-37-9630
Hyvarinen, 1999, Fast and robust fixed-point algorithm for independent component analysis, IEEE Trans. Neural Netw. Learn. Syst., 10, 626, 10.1109/72.761722
Hyvärinen, 2000, Independent component analysis: algorithms and applications, Neural Netw., 13, 411, 10.1016/S0893-6080(00)00026-5
Kranjec, 2014, Non-contact heart rate and heart rate variability measurements: a review, Biomed. Signal Process. Control, 13, 102, 10.1016/j.bspc.2014.03.004
Lewandowska, 2011, Measuring pulse rate with a webcam; a non-contact method for evaluating cardiac activity, 2011 Federated Conference on Computer Science and Information Systems (FedCSIS), 405
Li, 2014, Remote heart rate measurement from face videos under realistic situations, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 4264
Lu, 2000, Constrained independent component analysis, 570
Lu, 2006, ICA with reference, Neurocomputing, 69, 2244, 10.1016/j.neucom.2005.06.021
Hülsbusch, 2008
Macwan, 2018, Remote photoplethysmography with constrained ICA using periodicity and chrominance constraints, BioMed. Eng. Online, 17, 22, 10.1186/s12938-018-0450-3
McDuff, 2014, Improvements in remote cardiopulmonary measurement using a five band digital camera, IEEE Trans. Biomed. Eng., 61, 2593, 10.1109/TBME.2014.2323695
Mcduff, 2015, A survey of remote optical photoplethysmographic imaging methods, 37th Annual International Conference of the IEEE EMBC, 6398
Poh, 2010, Non-contact, automated cardiac pulse measurements using video imaging and blind source separation, Opt. Express, 18, 10762, 10.1364/OE.18.010762
Poh, 2011, Advancements in noncontact, multiparameter physiological measurements using a webcam, IEEE Trans. Biomed. Eng., 58, 7, 10.1109/TBME.2010.2086456
Sun, 2016, Photoplethysmography revisited: from contact to noncontact, from point to imaging, IEEE Trans. Biomed. Eng., 63, 463, 10.1109/TBME.2015.2476337
Tarvainen, 2002, An advanced detrending method with application to HRV analysis, IEEE Trans. Biomed. Eng., 49, 172, 10.1109/10.979357
Tsouri, 2012, Constrained independent component analysis approach to nonobtrusive pulse rate measurements, J. Biomed. Opt., 17, 0770111, 10.1117/1.JBO.17.7.077011
Tulyakov, 2016, Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2396, 10.1109/CVPR.2016.263
Verkruysse, 2008, Remote plethysmographic imaging using ambient light, Opt. Express, 16, 21434, 10.1364/OE.16.021434
Wang, 2017, Algorithmic principles of remote-PPG, IEEE Trans. Biomed. Eng., 64, 1479, 10.1109/TBME.2016.2609282
Wang, 2015, Exploiting spatial redundancy of image sensor for motion robust rPPG, IEEE Trans. Biomed. Eng., 62, 415, 10.1109/TBME.2014.2356291
Zhang, 2017, Simultaneous detection of blink and heart rate using multi-channel ICA from smart phone videos, Biomed. Signal Process. Control, 33, 189, 10.1016/j.bspc.2016.11.022
Zhang, 2016, Multimodal spontaneous emotion corpus for human behavior analysis, IEEE Conference on CVPR, 3438