Measuring pulse rate with a webcam - A non-contact method for evaluating cardiac activity

2011 Federated Conference on Computer Science and Information Systems, FedCSIS 2011

Volumn , Issue , 2011, Pages 405-410

  Lewandowska, Magdalena ^a   Rumiński, Jacek ^a   Kocejko, Tomasz ^a   Nowak, Jȩdrzej ^a  

^a GDANSK UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIAC ACTIVITY; CHANNEL SELECTION; DESIRED SIGNAL; FACE IMAGES; HEART-RATE MONITORING; NONCONTACT METHODS; PULSE RATE; ROBUST METHODS;

COMPUTER SCIENCE; INFORMATION SYSTEMS; PATIENT MONITORING;

PRINCIPAL COMPONENT ANALYSIS;

EID: 83155161082     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. M. Garbey, N. Sun, A. Merla, and I. Pavlidis, "Contact-free measurement of cardiac pulse based on the analysis of thermal imagery,"IEEE Trans. Biomed. Eng., vol. 54, no. 8, pp. 1418-1426, Aug. 2007 (Pubitemid 47076250)
2. S. Ulyanov and V. Tuchin, "Pulse-wave monitoring by means of focused laser beams scattered by skin surface and membranes," Proc. SPIE, vol. 1884, pp. 160-167, July 1993 (Pubitemid 23706107)
3. D. W. Holdsworth, C. J. Norley, R. Frayne, D. A. Steinman and B. K. Rutt, "Characterization of common carotid artery blood-flow waveforms in normal human subjects," Physiol Meas., vol. 20(3), pp. 219-40, Aug. 1999 (Pubitemid 29399835)
4. K. Aminian, X. Thouvenin, Ph. Robert, J. Seydoux and L. Girardier, "A piezoelectric belt for cardiac pulse and respiration measurements on small mammals," Engineering in Medicine and Biology Society, 1992 14th Annual International Conference of the IEEE, vol.6, pp. 2663-2664, Oct. 29 1992-Nov. 1 1992
5. J. Allen, "Photoplethysmography and its application in clinical physiological measurement" Physiol. Meas., vol. 28(3), pp. R1-39, Mar. 2007
6. W. Verkruysse, L. O. Svaasand, and J. S. Nelson, "Remote plethysmographic imaging using ambient light," Opt. Express, vol. 16, pp. 21434-21445, Dec. 2008
7. M. Z. Poh, D. J. McDuff, and R. W. Picard, "Non-contact, automated cardiac pulse measurements using video imaging and blind source separation," Opt. Expr., vol. 18, pp. 10762-10774, May 2010.
8. A. Hyvärinen, "Independent component analysis: algorithms and applications," Neural Networks, vol. 13, pp. 411-430, June 2000 (Pubitemid 30447427)
9. A. Hyvarinen, "Survey on independent component analysis," Neural Comput. Surveys, vol. 2, pp. 94-128, 1999
10. J. F. Cardoso, "Blind signal separation: Statistical principles," Proc. of the IEEE, vol. 86, no. 10, pp. 2009-2025, Oct. 1998
11. V. M. Asunción, P. O. Hoyer and A. Hyvärinen, "Equivalence of some common linear feature extraction techniques for appearance-based object recognition tasks," IEEE Trans Pattern Anal Mach Intell., vol. 29(5), pp. 896-900, May 2007
12. M. H. Yang, "Kernel Eigenfaces vs. kernel Fisherfaces: face recognition using kernel methods", Procedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition, pp. 215-220, 2002