{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T15:00:20Z","timestamp":1775142020687,"version":"3.50.1"},"reference-count":67,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2018,9,18]],"date-time":"2018-09-18T00:00:00Z","timestamp":1537228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/linproxy.fan.workers.dev:443\/http\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Front. Comput. Sci."],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1007\/s11704-016-6243-6","type":"journal-article","created":{"date-parts":[[2017,12,12]],"date-time":"2017-12-12T10:06:03Z","timestamp":1513073163000},"page":"858-872","update-policy":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":145,"title":["Remote heart rate measurement using low-cost RGB face video: a technical literature review"],"prefix":"10.1007","volume":"12","author":[{"given":"Philipp V.","family":"Rouast","sequence":"first","affiliation":[]},{"given":"Marc T. P.","family":"Adam","sequence":"additional","affiliation":[]},{"given":"Raymond","family":"Chiong","sequence":"additional","affiliation":[]},{"given":"David","family":"Cornforth","sequence":"additional","affiliation":[]},{"given":"Ewa","family":"Lux","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,9,18]]},"reference":[{"issue":"2","key":"6243_CR1","doi-asserted-by":"publisher","first-page":"522","DOI":"10.1109\/TBME.2014.2359372","volume":"62","author":"Z L Zhang","year":"2015","unstructured":"Zhang Z L, Pi Z Y, Liu B Y. Troika: a general framework for heart rate monitoring using wrist-type photoplethysmographic signals during intensive physical exercise. IEEE Transactions on Biomedical Engineering, 2015, 62(2): 522\u2013531","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"2","key":"6243_CR2","doi-asserted-by":"publisher","first-page":"7","DOI":"10.2753\/JEC1086-4415170201","volume":"13","author":"M T P Adam","year":"2012","unstructured":"Adam M T P, Kr\u00e4mer J, Weinhardt C. Excitement up! Price down! Measuring emotions in dutch auctions. International Journal of Electronic Commerce, 2012, 13(2): 7\u201339","journal-title":"International Journal of Electronic Commerce"},{"issue":"3","key":"6243_CR3","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1016\/j.jretai.2015.01.003","volume":"91","author":"M T P Adam","year":"2015","unstructured":"Adam M T P, Kr\u00e4mer J, M\u00fcller MB. Auction fever! How time pressure and social competition affect bidders\u2019 arousal and bids in retail auctions. Journal of Retailing, 2015, 91(3): 468\u2013485","journal-title":"Journal of Retailing"},{"issue":"3","key":"6243_CR4","doi-asserted-by":"publisher","first-page":"247","DOI":"10.2753\/MIS0742-1222300309","volume":"30","author":"P J Astor","year":"2013","unstructured":"Astor P J, Adam M T P, Jer\u010di\u0107 P, Schaaff K, Weinhardt C. Integrating biosignals into information systems: a neurois tool for improving emotion regulation. Journal of Management Information Systems, 2013, 30(3): 247\u2013278","journal-title":"Journal of Management Information Systems"},{"issue":"1","key":"6243_CR5","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1145\/2436239.2436242","volume":"44","author":"R Riedl","year":"2013","unstructured":"Riedl R. On the biology of technostress: literature review and research agenda. ACM SIGMIS Database, 2013, 44(1): 18\u201355","journal-title":"ACM SIGMIS Database"},{"issue":"26","key":"6243_CR6","doi-asserted-by":"publisher","first-page":"21434","DOI":"10.1364\/OE.16.021434","volume":"16","author":"W Verkruysse","year":"2008","unstructured":"Verkruysse W, Svaasand LO, Nelson JS. Remote plethysmographic imaging using ambient light. Optics Express, 2008, 16(26): 21434\u201321445","journal-title":"Optics Express"},{"key":"6243_CR7","first-page":"6398","volume-title":"Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","author":"D J McDuff","year":"2015","unstructured":"McDuff D J, Estepp J R, Piasecki A M, Blackford E B. A survey of remote optical photoplethysmographic imaging methods. In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2015, 6398\u20136404"},{"key":"6243_CR8","first-page":"2088","volume-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society","author":"H Liu","year":"2012","unstructured":"Liu H, Wang Y D, Wang L. A review of non-contact, low-cost physiological information measurement based on photoplethysmographic imaging. In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2012, 2088\u20132091"},{"issue":"1","key":"6243_CR9","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1016\/j.bspc.2014.03.004","volume":"13","author":"J Kranjec","year":"2014","unstructured":"Kranjec J, Begu\u0161 S, Ger\u0161ak G, Drnov\u0161ek J. Non-contact heart rate and heart rate variability measurements: a review. Biomedical Signal Processing and Control, 2014, 13(1): 102\u2013112","journal-title":"Biomedical Signal Processing and Control"},{"issue":"10","key":"6243_CR10","doi-asserted-by":"publisher","first-page":"10762","DOI":"10.1364\/OE.18.010762","volume":"18","author":"M-Z Poh","year":"2010","unstructured":"Poh M-Z, McDuff D J, Picard R W. Non-contact, automated cardiac pulse measurements using video imaging and blind source separation. Optics Express, 2010, 18(10): 10762\u201310774","journal-title":"Optics Express"},{"issue":"3","key":"6243_CR11","doi-asserted-by":"publisher","first-page":"R1","DOI":"10.1088\/0967-3334\/28\/3\/R01","volume":"28","author":"J Allen","year":"2007","unstructured":"Allen J. Photoplethysmography and its application in clinical physiological measurement. Physiological Measurement, 2007, 28(3): R1\u2013R39","journal-title":"Physiological Measurement"},{"issue":"2","key":"6243_CR12","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1117\/12.60688","volume":"32","author":"L-G Lindberg","year":"1993","unstructured":"Lindberg L-G, \u00d6berg P A. Optical properties of blood in motion. Optical Engineering, 1993, 32(2): 253\u2013257","journal-title":"Optical Engineering"},{"key":"6243_CR13","first-page":"3430","volume-title":"Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"G Balakrishnan","year":"2013","unstructured":"Balakrishnan G, Durand F, Guttag J. Detecting pulse from head motions in video. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2013, 3430\u20133437"},{"issue":"1","key":"6243_CR14","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1152\/ajplegacy.1939.127.1.1","volume":"127","author":"I Starr","year":"1939","unstructured":"Starr I, Rawson A J, Schroeder H A, Joseph N R. Studies on the estimation of cardiac ouptut in man, and of abnormalities in cardiac function, from the heart\u2019s recoil and the blood\u2019s impacts; the ballistocardiogram. American Journal of Physiology, 1939, 127(1): 1\u201328","journal-title":"American Journal of Physiology"},{"issue":"2","key":"6243_CR15","first-page":"334","volume":"119","author":"A B Hertzman","year":"1937","unstructured":"Hertzman A B, Spealman C R. Observations on the finger volume pulse recorded photoelectrically. American Journal of Physiology, 1937, 119(2): 334\u2013335","journal-title":"American Journal of Physiology"},{"issue":"1","key":"6243_CR16","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1109\/TBME.2010.2086456","volume":"58","author":"M-Z Poh","year":"2011","unstructured":"Poh M-Z, McDuff D J, Picard RW. Advancements in noncontact, multiparameter physiological measurements using a webcam. IEEE Transactions on Biomedical Engineering, 2011, 58(1): 7\u201311","journal-title":"IEEE Transactions on Biomedical Engineering"},{"key":"6243_CR17","first-page":"405","volume-title":"Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS)","author":"M Lewandowska","year":"2011","unstructured":"Lewandowska M, Ruminski J, Kocejko T. Measuring pulse rate with a webcam: a non-contact method for evaluating cardiac activity. In: Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS). 2011, 405\u2013410"},{"key":"6243_CR18","first-page":"2174","volume-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society","author":"S Kwon","year":"2012","unstructured":"Kwon S, Kim H, Park K S. Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone. In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2012, 2174\u20132177"},{"key":"6243_CR19","first-page":"147","volume-title":"Proceedings of the 9th Conference on Computer and Robot Vision","author":"K-Z Lee","year":"2012","unstructured":"Lee K-Z, Hung P-C, Tsai L-W. Contact-free heart rate measurement using a camera. In: Proceedings of the 9th Conference on Computer and Robot Vision. 2012, 147\u2013152"},{"key":"6243_CR20","first-page":"281","volume-title":"Proceedings of Asian Conference on Computer Vision","author":"L Wei","year":"2013","unstructured":"Wei L, Tian Y H, Wang Y W, Ebrahimi T, Huang T. Automatic webcam-based human heart rate measurements using laplacian eigenmap. In: Proceedings of Asian Conference on Computer Vision. 2013, 281\u2013292"},{"issue":"4","key":"6243_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2185520.2185561","volume":"31","author":"H-Y Wu","year":"2012","unstructured":"Wu H-Y, Rubinstein M, Shih E, Guttag J V, Durand F, Freeman W T. Eulerian video magnification for revealing subtle changes in the world. ACM Transactions on Graphics, 2012, 31(4): 1\u20138","journal-title":"ACM Transactions on Graphics"},{"key":"6243_CR22","volume-title":"Eulerian video processing and medical applications. Dissertation for the Master Degree. Cambridge","author":"H-Y Wu","year":"2012","unstructured":"Wu H-Y. Eulerian video processing and medical applications. Dissertation for the Master Degree. Cambridge, MA: Massachusetts Institute of Technology, 2012"},{"key":"6243_CR23","first-page":"160","volume-title":"Proceedings of the 6th International Congress on Image and Signal Processing","author":"L Shan","year":"2013","unstructured":"Shan L, Yu M H. Video-based heart rate measurement using head motion tracking and ica. In: Proceedings of the 6th International Congress on Image and Signal Processing. 2013, 160\u2013164"},{"key":"6243_CR24","first-page":"118","volume-title":"Proceedings of the 9th International Conference on Computer Vision Theory and Applications","author":"R Irani","year":"2014","unstructured":"Irani R, Nasrollahi K, Moeslund T B. Improved pulse detection from head motions using dct. In: Proceedings of the 9th International Conference on Computer Vision Theory and Applications. 2014, 118\u2013124"},{"issue":"10","key":"6243_CR25","doi-asserted-by":"publisher","first-page":"2878","DOI":"10.1109\/TBME.2013.2266196","volume":"60","author":"G Haan De","year":"2013","unstructured":"De Haan G, Jeanne V. Robust pulse rate from chrominance-based rPPG. IEEE Transactions on Biomedical Engineering, 2013, 60(10): 2878\u20132886","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"9","key":"6243_CR26","doi-asserted-by":"publisher","first-page":"1913","DOI":"10.1088\/0967-3334\/35\/9\/1913","volume":"35","author":"G Haan De","year":"2014","unstructured":"De Haan G, Van Leest A. Improved motion robustness of remote-PPG by using the blood volume pulse signature. Physiological Measurement, 2014, 35(9): 1913\u20131926","journal-title":"Physiological Measurement"},{"key":"6243_CR27","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1007\/978-3-642-36480-8_19","volume-title":"Bildverarbeitung f\u00fcr die Medizin 2013","author":"G Lempe","year":"2013","unstructured":"Lempe G, Zaunseder S, Wirthgen T, Zipser S, Malberg H. ROI selection for remote photoplethysmography. In: Meinzer H-P, Deserno MT, Handels H, et al, eds. Bildverarbeitung f\u00fcr die Medizin 2013. Berlin: Springer, 2013, 99\u2013103"},{"key":"6243_CR28","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1145\/2516775.2516805","volume-title":"Proceedings of the 14th International Conference on Computer Systems and Technologies","author":"D Datcu","year":"2013","unstructured":"Datcu D, Cidota M, Lukosch S, Rothkrantz L. Noncontact automatic heart rate analysis in visible spectrum by specific face regions. In: Proceedings of the 14th International Conference on Computer Systems and Technologies. 2013, 120\u2013127"},{"key":"6243_CR29","first-page":"4264","volume-title":"Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"X B Li","year":"2014","unstructured":"Li X B, Chen J, Zhao G Y, Pietik\u00e4inen M. Remote heart rate measurement from face videos under realistic situations. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2014, 4264\u20134271"},{"issue":"12","key":"6243_CR30","doi-asserted-by":"publisher","first-page":"2948","DOI":"10.1109\/TBME.2014.2340991","volume":"61","author":"D McDuff","year":"2014","unstructured":"McDuff D, Gontarek S, Picard RW. Remote detection of photoplethysmographic systolic and diastolic peaks using a digital camera. IEEE Transactions on Biomedical Engineering, 2014, 61(12): 2948\u20132954","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"5","key":"6243_CR31","doi-asserted-by":"publisher","first-page":"1565","DOI":"10.1364\/BOE.6.001565","volume":"6","author":"M Kumar","year":"2015","unstructured":"Kumar M, Veeraraghavan A, Sabharwal A. DistancePPG: robust noncontact vital signs monitoring using a camera. Biomedical Optics Express, 2015, 6(5): 1565\u20131588","journal-title":"Biomedical Optics Express"},{"key":"6243_CR32","first-page":"1410","volume-title":"Proceedings of IEEE International Conference on Image Processing","author":"H E Tasli","year":"2014","unstructured":"Tasli H E, Gudi A, Den Uyl M. Remote PPG based vital sign measurement using adaptive facial regions. In: Proceedings of IEEE International Conference on Image Processing. 2014, 1410\u20131414"},{"key":"6243_CR33","first-page":"18","volume-title":"Proceedings of the 19th International Conference on Digital Signal Processing","author":"L T Feng","year":"2014","unstructured":"Feng L T, Po L-M, Xu X Y, Li Y M. Motion artifacts suppression for remote imaging photoplethysmography. In: Proceedings of the 19th International Conference on Digital Signal Processing. 2014, 18\u201323"},{"issue":"5","key":"6243_CR34","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1109\/TCSVT.2014.2364415","volume":"25","author":"L T Feng","year":"2015","unstructured":"Feng L T, Po L-M, Xu X Y, Li Y M, Ma R Y. Motion-resistant remote imaging photoplethysmography based on the optical properties of skin. IEEE Transactions on Circuits and Systems for Video Technology, 2015, 25(5): 879\u2013891","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"issue":"2","key":"6243_CR35","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/TBME.2014.2356291","volume":"62","author":"W J Wang","year":"2015","unstructured":"Wang W J, Stuijk S, De Haan G. Exploiting spatial redundancy of image sensor for motion robust rPPG. IEEE Transactions on Biomedical Engineering, 2015, 62(2): 415\u2013425","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"10","key":"6243_CR36","doi-asserted-by":"publisher","first-page":"2593","DOI":"10.1109\/TBME.2014.2323695","volume":"61","author":"D McDuff","year":"2014","unstructured":"McDuff D, Gontarek S, Picard R W. Improvements in remote cardiopulmonary measurement using a five band digital camera. IEEE Transactions on Biomedical Engineering, 2014, 61(10): 2593\u20132601","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"1","key":"6243_CR37","doi-asserted-by":"publisher","first-page":"5","DOI":"10.15353\/vsnl.v1i1.43","volume":"1","author":"B Chwyl","year":"2015","unstructured":"Chwyl B, Chung A G, Deglint J, Wong A, Clausi D A. Remote heart rate measurement through broadband video via stochastic bayesian estimation. Vision Letters, 2015, 1(1): 5","journal-title":"Vision Letters"},{"issue":"4","key":"6243_CR38","doi-asserted-by":"publisher","first-page":"1153","DOI":"10.1109\/JBHI.2013.2291900","volume":"18","author":"H Monkaresi","year":"2014","unstructured":"Monkaresi H, Calvo R A, Yan H. A machine learning approach to improve contactless heart rate monitoring using a webcam. IEEE Journal of Biomedical and Health Informatics, 2014, 18(4): 1153\u20131160","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"6243_CR39","first-page":"4433","volume-title":"Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing","author":"Y Hsu","year":"2014","unstructured":"Hsu Y, Lin Y L, Hsu W. Learning-based heart rate detection from remote photoplethysmography features. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing. 2014, 4433\u20134437"},{"key":"6243_CR40","first-page":"1","volume-title":"Proceedings of IEEE International Conference on Multimedia and Expo","author":"D N Tran","year":"2015","unstructured":"Tran D N, Lee H, Kim C. A robust real time system for remote heart rate measurement via a camera. In: Proceedings of IEEE International Conference on Multimedia and Expo. 2015, 1\u20136"},{"key":"6243_CR41","first-page":"1","volume-title":"Proceedings of International Symposium on Next-Generation Electronics","author":"M-C Li","year":"2015","unstructured":"Li M-C, Lin Y-H. A real-time non-contact pulse rate detector based on smartphone. In: Proceedings of International Symposium on Next-Generation Electronics. 2015, 1\u20133"},{"key":"6243_CR42","first-page":"704","volume-title":"Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems","author":"Y-P Yu","year":"2013","unstructured":"Yu Y-P, Kwan B-H, Lim C-L, Wong S-L, Raveendran P. Video-based heart rate measurement using short-time fourier transform. In: Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems. 2013, 704\u2013707"},{"issue":"11","key":"6243_CR43","doi-asserted-by":"publisher","first-page":"1499","DOI":"10.1088\/0967-3334\/34\/11\/1499","volume":"34","author":"B D Holton","year":"2013","unstructured":"Holton B D, Mannapperuma K, Lesniewski P J, Thomas J C. Signal recovery in imaging photoplethysmography. Physiological Measurement, 2013, 34(11): 1499\u20131511","journal-title":"Physiological Measurement"},{"issue":"4","key":"6243_CR44","doi-asserted-by":"publisher","first-page":"1124","DOI":"10.1364\/BOE.5.001124","volume":"5","author":"S C Xu","year":"2014","unstructured":"Xu S C, Sun L Y, Rohde G K. Robust efficient estimation of heart rate pulse from video. Biomedical Optics Express, 2014, 5(4): 1124\u20131135","journal-title":"Biomedical Optics Express"},{"key":"6243_CR45","first-page":"1310","volume-title":"Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing","author":"L T Feng","year":"2015","unstructured":"Feng L T, Po L-M, Xu X Y, Li Y M, Cheung C-H, Cheung K-W, Yuan F. Dynamic ROI based on K-means for remote photoplethysmography. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing. 2015, 1310\u20131314"},{"key":"6243_CR46","first-page":"186","volume-title":"Proceedings of the 5th EAI International Conference onWireless Mobile Communication and Healthcare","author":"B Han","year":"2015","unstructured":"Han B, Ivanov K, Wang L, Yan Y. Exploration of the optimal skincamera distance for facial photoplethysmographic imaging measurement using cameras of different types. In: Proceedings of the 5th EAI International Conference onWireless Mobile Communication and Healthcare. 2015, 186\u2013189"},{"key":"6243_CR47","first-page":"864","volume-title":"Proceedings of European Conference on Computer Vision","author":"K H Zhang","year":"2012","unstructured":"Zhang K H, Zhang L, Yang M-H. Real-time compressive tracking. In: Proceedings of European Conference on Computer Vision. 2012, 864\u2013877"},{"key":"6243_CR48","first-page":"1","volume-title":"Proceedings of International Conference on Computer, Information and Telecommunication Systems","author":"A Fern\u00e1ndez","year":"2012","unstructured":"Fern\u00e1ndez A, Car\u00faz J L, Usamentiaga R, Alvarez E, Casado R. Unobtrusive health monitoring system using video-based physiological information and activity measurements. In: Proceedings of International Conference on Computer, Information and Telecommunication Systems. 2012, 1\u20135"},{"key":"6243_CR49","first-page":"1","volume-title":"Proceedings of the British Machine Vision Conference","author":"M Danelljan","year":"2014","unstructured":"Danelljan M, H\u00e4ger G, Felsberg M. Accurate scale estimation for robust visual tracking. In: Proceedings of the British Machine Vision Conference. 2014, 1\u201310"},{"key":"6243_CR50","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1007\/978-3-642-16187-2_38","volume-title":"Medizintechnik","author":"K-P Hoffmann","year":"2011","unstructured":"Hoffmann K-P. Biosignale erfassen und verarbeiten. In: Kramme R, ed. Medizintechnik. Berlin: Springer, 2011, 667\u2013688"},{"key":"6243_CR51","first-page":"511","volume-title":"Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"P Viola","year":"2001","unstructured":"Viola P, Jones M. Rapid object detection using a boosted cascade of simple features. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2001, 511\u2013518"},{"key":"6243_CR52","first-page":"484","volume-title":"Proceedings of European Conference on Computer Vision","author":"T F Cootes","year":"1998","unstructured":"Cootes T F, Edwards G J, Taylor C J. Active appearance models. In: Proceedings of European Conference on Computer Vision. 1998, 484\u2013498"},{"key":"6243_CR53","first-page":"3444","volume-title":"Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"A Asthana","year":"2013","unstructured":"Asthana A, Zafeiriou S, Cheng S Y, Pantic M. Robust discriminative response map fitting with constrained local models. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2013, 3444\u20133451"},{"issue":"2","key":"6243_CR54","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1007\/s11263-010-0380-4","volume":"91","author":"J M Saragih","year":"2011","unstructured":"Saragih J M, Lucey S, Cohn J F. Deformable model fitting by regularized landmark mean-shift. International Journal of Computer Vision, 2011, 91(2): 200\u2013215","journal-title":"International Journal of Computer Vision"},{"issue":"5","key":"6243_CR55","doi-asserted-by":"publisher","first-page":"1149","DOI":"10.1109\/TPAMI.2012.205","volume":"35","author":"B Martinez","year":"2013","unstructured":"Martinez B, Valstar M F, Binefa X, Pantic M. Local evidence aggregation for regression-based facial point detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(5): 1149\u20131163","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"6243_CR56","first-page":"593","volume-title":"Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"J B Shi","year":"1994","unstructured":"Shi J B, Tomasi C. Good features to track. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1994, 593\u2013600"},{"key":"6243_CR57","first-page":"674","volume-title":"Proceedings of the 7th International Joint Conference on Artificial Intelligence","author":"B D Lucas","year":"1981","unstructured":"Lucas B D, Kanade T. An iterative image registration technique with an application to stereo vision. In: Proceedings of the 7th International Joint Conference on Artificial Intelligence. 1981, 674\u2013679"},{"key":"6243_CR58","first-page":"404","volume-title":"Proceedings of European Conference on Computer Vision","author":"H Bay","year":"2006","unstructured":"Bay H, Tuytelaars T, Van Gool L. SURF: speeded up robust features. In: Proceedings of European Conference on Computer Vision. 2006, 404\u2013417"},{"issue":"5","key":"6243_CR59","doi-asserted-by":"publisher","first-page":"564","DOI":"10.1109\/TPAMI.2003.1195991","volume":"25","author":"D Comaniciu","year":"2003","unstructured":"Comaniciu D, Ramesh V, Meer P. Kernel-based object tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(5): 564\u2013577","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"6243_CR60","first-page":"702","volume-title":"Proceedings of European Conference on Computer Vision","author":"J F Henriques","year":"2012","unstructured":"Henriques J F, Caseiro R, Martins P, Batista J. Exploiting the circulant structure of tracking-by-detection with kernels. In: Proceedings of European Conference on Computer Vision. 2012, 702\u2013715"},{"key":"6243_CR61","first-page":"363","volume-title":"Proceedings of Scandinavian Conference on Image Analysis","author":"G Farneb\u00e4ck","year":"2003","unstructured":"Farneb\u00e4ck G. Two-frame motion estimation based on polynomial expansion. In: Proceedings of Scandinavian Conference on Image Analysis. 2003, 363\u2013370"},{"issue":"2","key":"6243_CR62","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1109\/10.979357","volume":"49","author":"M P Tarvainen","year":"2002","unstructured":"Tarvainen M P, Ranta-Aho P O, Karjalainen P A. An advanced detrending method with application to hrv analysis. IEEE Transactions on Biomedical Engineering, 2002, 49(2): 172\u2013175","journal-title":"IEEE Transactions on Biomedical Engineering"},{"key":"6243_CR63","first-page":"157","volume-title":"Information Systems and Neuroscience. Springer International Publishing","author":"P V Rouast","year":"2016","unstructured":"Rouast P V, Adam M T P, Cornforth D J, Lux E, Weinhardt C. Using contactless heart rate measurements for real-time assessment of affective states. In: Davis F D, Riedl R, Vom Brocke J, et al, eds. Information Systems and Neuroscience. Springer International Publishing, 2016, 157\u2013163"},{"key":"6243_CR64","first-page":"118","volume-title":"Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference","author":"H Monkaresi","year":"2014","unstructured":"Monkaresi H, Hussain M S, Calvo R A. Using remote heart rate measurement for affect detection. In: Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference. 2014, 118\u2013123"},{"issue":"10","key":"6243_CR65","doi-asserted-by":"publisher","first-page":"e71384","DOI":"10.1371\/journal.pone.0071384","volume":"8","author":"F Zhao","year":"2013","unstructured":"Zhao F, Li M, Qian Y, Tsien J Z. Remote measurements of heart and respiration rates for telemedicine. PLoS ONE, 2013, 8(10): e71384","journal-title":"PLoS ONE"},{"key":"6243_CR66","first-page":"2957","volume-title":"Proceedings of the 36th IEEE Annual International Conference of Engineering in Medicine and Biology Society","author":"D McDuff","year":"2014","unstructured":"McDuff D, Gontarek S, Picard R. Remote measurement of cognitive stress via heart rate variability. In: Proceedings of the 36th IEEE Annual International Conference of Engineering in Medicine and Biology Society. 2014, 2957\u20132960"},{"key":"6243_CR67","first-page":"411","volume-title":"Proceedings of the 15th International Conference on Computer and Information Technology","author":"M A Rahman","year":"2012","unstructured":"Rahman M A, Barai A, Islam M A, Hashem M M A. Development of a device for remote monitoring of heart rate and body temperature. In: Proceedings of the 15th International Conference on Computer and Information Technology. 2012, 411\u2013416"}],"container-title":["Frontiers of Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/linproxy.fan.workers.dev:443\/http\/link.springer.com\/article\/10.1007\/s11704-016-6243-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/linproxy.fan.workers.dev:443\/http\/link.springer.com\/content\/pdf\/10.1007\/s11704-016-6243-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/linproxy.fan.workers.dev:443\/http\/link.springer.com\/content\/pdf\/10.1007\/s11704-016-6243-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,10]],"date-time":"2022-08-10T07:17:48Z","timestamp":1660115868000},"score":1,"resource":{"primary":{"URL":"https:\/\/linproxy.fan.workers.dev:443\/http\/link.springer.com\/10.1007\/s11704-016-6243-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,18]]},"references-count":67,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2018,10]]}},"alternative-id":["6243"],"URL":"https:\/\/linproxy.fan.workers.dev:443\/https\/doi.org\/10.1007\/s11704-016-6243-6","relation":{},"ISSN":["2095-2228","2095-2236"],"issn-type":[{"value":"2095-2228","type":"print"},{"value":"2095-2236","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9,18]]},"assertion":[{"value":"26 April 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 August 2016","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 September 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}