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DOI: 10.24075/brsmu.2016-01-06

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ECG-based biometric identification: some modern approaches

Astapov AA1, Davydov DV2, Egorov AI1, Drozdov DV2, Glukhovskij EM1
About authors

1 Laboratory of Medical Instrumentation Engineering,
Moscow Institute of Physics and Technology (State University), Dolgoprudny, Moscow oblast, Russia

2 OOO Altomedika, Moscow, Russia

Correspondence should be addressed: Artem Astapov
Institutskiy per. 9, str. 7, Dolgoprudny, Moskovskaya oblast, Russia, 141700; ude.hcetsyhp@vopatsa.metra

Received: 2015-12-07 Accepted: 2015-12-31 Published online: 2017-01-05
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  1. Jain AK, Ross A, Prabhakar S. An introduction to biometric systems. IEEE Trans Circuits Syst Video Technol. 2004; 14: 4–20.
  2. Jain AK, Hong L, Pankanti S. Biometric identification. Commun ACM. 2000; 43 (2): 91–8.
  3. Heckle RR, Patrick AS, Ozok A. Perception and acceptance of fingerprint biometric technology. Proceedings of the 3rd Symposium on Usable Privacy and Security; 2007 Jul 18–20; Pittsburgh, USA. Ontario: NRC Publications Archive, National Research Council of Canada; 2007. p. 153–4.
  4. Hong L, Jain AK. Integrating faces and fingerprints for personal identification. IEEE Trans Pattern Anal Mach Intell. 1998; 20: 1295–307.
  5. Daugman J. Recognizing persons by their Iris patterns. In: Jain AK, Bolle R, Pankanti S, editors. Biometrics: Personal Identification in a Networked Society. New York: Springer Science & Business Media; 1999. p. 103–21.
  6. Lu G, Zhang D, Wang K. Palmprint recognition using eigenpalms features. Pattern Recognit Lett. 2003; 24: 1463–7.
  7. 7. den Os E, Jongebloed H, Stijsiger A, Boves L. Speaker verification as a user-friendly access for the visually impaired. Proceedings of the 6th European Conference on Speech Communication and Technology, EUROSPEECH; 1999 Sep 5–9; Budapest, Hungary [Internet]. DBLP: computer science bibliography [cited 2016 Jan 18]. Available from: http://dblp.uni-trier.de/db/conf/interspeech/eurospeech1999.html#OsJSB99.
  8. Hashiyada M. Development of biometric DNA ink for authentication security. Tohoku J Exp Med. 2004 Oct; 204 (2): 109–17.
  9. Prokoski FK. Disguise detection and identification using infrared imagery. Proceedings of SPIE 0339, Optics and Images in Law Enforcement II, 27 (June 23, 1983). p. 27–31. DOI: 10.1117/12.933650.
  10. Nalwa VS. Automatic on-line signature verification. Proc IEEE. 1997 Feb; 85 (2): 215–39. DOI: 10.1109/5.554220.
  11. Lee L, Grimson WEL. Gait Analysis for Recognition and Classification. Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition; 2002 May 20–21; Washington, USA. p 148–55. DOI: 10.1109/AFGR.2002.1004148.
  12. Choras M. The lip as a biometric. Pattern Anal Appl. 2009; 13 (1): 105–12.
  13. Saini R, Rana N. Comparison of various biometric methods. Int J Adv Sci Technol (IJAST). 2014; 2 (1): 24–30.
  14. 14. Murashko VV, Strutynskij AV. Elektrokardiografiya. Moscow: MEDpress-inform; 1998. 313 p. Russian.
  15. Biel L, Pettersson O, Philipson L, Wide P. ECG analysis: a new approach in human identification. IEEE Trans Instrum Meas. 2001; 50 (3): 808–12.
  16. Israel SA, Irvine JM, Cheng A, Wiederhold MD, Wiederhold BK. ECG to identify individuals. Pattern Recognit. 2005; 38 (1): 133–42.
  17. Saechia S, Koseeyaporn J. Wardkein P. Human identification system based ECG signal. Proceedings of the Tencon 2005 — 2005 IEEE Region 10; 2005 Nov 21–24; Melbourne, Australia. p. 1–4. DOI: 10.1109/TENCON.2005.300986.
  18. Loong JLCh, Subari KhS, Besar R, Abdullah MK. A New Approach to ECG Biometric Systems: A Comparitive Study between LPC and WPD Systems. World Acad Sci Eng Technol. 2010; 44: 769–74.
  19. 19. Segaran T. Programmiruem kollektivnyi razum. St. Petersburg: Simvol-Plyus; 2008. 368 p. Russian.
  20. Flaten GR, Grung B, Kvalheim OM. A method for validation of reference sets in SIMCA modelling. Chemometr Intell Lab Syst. 2004; 72: 101–9.
  21. Wold S, Esbensen K, Geladi P. Principal component analysis. Chemometr Intell Lab Syst. 1987; 2: 37–52.
  22. Wang Y, Plataniotis KN, Hatzinakos D. Integrating analytic and appearance attributes for human identification from ECG signal. Proceedings of Biometrics Symposiums; 2006 Aug 21 — Sept 19; Baltimore, USA. p. 1–6. DOI: 10.1109/BCC.2006.4341627.
  23. Fisher RA. The Use of Multiple Measurements in Taxonomic Problems. Ann Eugen. 1936; 7: 179–88.
  24. Meyer Y. Wavelets and Operators. Cambridge Studies in Advanced Mathematics (No. 37). New York: Cambridge University Press; 1993. DOI: 10.1017/CBO9780511623820.
  25. Li D, O'Shaughnessy D. Speech processing: a dynamic and optimization-oriented approach. New York: Marcel Dekker Inc.; 2003. p. 41–48.