Biometric identification based on the eye movements and graph matching techniques

Pattern Recognition Letters

Volumn 33, Issue 6, 2012, Pages 786-792

  Rigas, Ioannis ^a   Economou, George ^a   Fotopoulos, Spiros ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

Behavioral biometrics; Eye movements; Face perception; Minimum spanning tree; Wald Wolfowitz test

Indexed keywords

BEHAVIORAL CHARACTERISTICS; BEHAVIORAL FEATURES; BIOMETRIC IDENTIFICATIONS; FACE IMAGES; GRAPH MATCHINGS; GRAPH OBJECTS; GRAPH-BASED; HUMAN EYE; IMAGE PLANE; MINIMUM SPANNING TREES; NON-PARAMETRIC; PROCESSING APPROACH; STRUCTURAL INFORMATION; WALD-WOLFOWITZ TEST;

BEHAVIORAL RESEARCH; BIOMETRICS; EXPERIMENTS;

EYE MOVEMENTS;

EID: 84856777109     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2012.01.003     Document Type: Article

References (24)

1. R. Bednarik, T. Kinnunen, A. Mihaila, and P. Franti Eye-movements as a biometric H. Kalviainen, J. Parkkinen, A. Kaarna, Image Analysis LNCS vol. 3540 2005 Springer Heidelberg 780 789 (Pubitemid 41422720)
2. M.J. Farah, K.D. Wilson, M. Drain, and J.N. Tanaka What is "special" about face perception? Psychol. Rev. 105 1995 482 498
3. J.H. Friedman, and L.C. Rafsky Multivariate generalizations of the Wald-Wolfowitz and Smirnov two-sample tests Ann. Statist. 7 4 1979 697 717
4. X. Gao, B. Xiao, D. Tao, and X. Li A survey of graph edit distance Pattern Anal. Appl. 13 1 2009 113 129
5. G. Goudelis, A. Tefas, and I. Pitas Emerging biometric modalities: A survey J. Multimodal User Interfaces 2 3-4 2009 217 235
6. D.R. Hardoon, and K. Pasupa Image ranking with implicit feedback from eye movements Proc. 2010 Symp. on Eye-Tracking Research and Applications (ETRA'10) 2010 ACM New York, NY, USA 291 298
7. V. Hautamaki, T. Kinnunen, and P. Franti Text-independent speaker recognition using graph matching Pattern Recognition Lett. 29 9 2008 1427 1432
8. J.M. Henderson, C.C. Williams, and R.J. Falk Eye movements are functional during face learning Mem. Cognition 33 2005 98 106 (Pubitemid 350042525)
9. S. Josephson, and M.E. Holmes Visual attention to repeated Internet images: Testing the scanpath theory on the World Wide Web Proc. 2002 Symp. on Eye-Tracking Research and Applications (ETRA'02) 2002 ACM New York, NY, USA 43 49
10. N. Kanwisher, J. McDermott, and M.M. Chun The fusiform face area: A module in human extrastriate cortex specialized for face perception J. Neurosci. 17 1997 4302 4311 (Pubitemid 27220621)
11. P. Kasprowski, and J. Ober Eye movements in biometrics D. Maltoni, A. Jain, Biometric Authentication LNCS vol. 3087 2004 Springer Heidelberg 248 258
12. T. Kinnunen, F. Sedlak, and R. Bednarik Towards task-independent person authentication using eye movement signals Proc. 2010 Symp. on Eye-Tracking Research and Applications (ETRA'10) 2010 ACM New York, NY, USA 187 190
13. O.V. Komogortsev, and J.I. Khan Eye movement prediction by Kalman filter with integrated linear horizontal oculomotor plant mechanical model Proc. 2008 Symp. on Eye-Tracking Research and Applications (ETRA'08) 2008 ACM New York, NY, USA 229 236
14. O.V. Komogortsev, S. Jayarathna, C.R. Aragon, and M. Mahmoud Biometric identification via an oculomotor plant mathematical model Proc. 2010 Symp. on Eye-Tracking Research and Applications (ETRA'10) 2010 ACM New York, NY, USA 57 60
15. N.A. Laskaris, S.P. Zafeiriou, and L. Garefa Use of random time-intervals (RTIs) generation for biometric verification Pattern Recogn. 42 11 2009 2787 2796
16. D. Noton, and L.W. Stark Scanpaths in eye movements during pattern perception Science 171 1971 308 311
17. D. Noton, and L.W. Stark Scanpaths in saccadic eye movements while viewing and recognizing patterns Vis. Res. 11 1971 929 942
18. O. Oyekoya, and F. Stentiford Perceptual image retrieval using eye movements Int. J. Comput. Math. 84 9 2007 1379 1391 (Pubitemid 47346895)
19. Tarres, F.; Rama, A.; 2005. GTAV Face Database. Available at: .
20. M.A. Tinker The study of eye movements in reading Psychol. Bull. 43 1946 93 120
21. G.J. Walker-Smith, A.G. Gale, and J.M. Findlay Eye movement strategies involved in face perception Perception 6 3 1977 313 326 (Pubitemid 8102077)
22. A.L. Yarbus Eye Movements and Vision 1967 Plenum Press
23. C. Zhong, X. Lin, and M. Zhang A local outlier detection approach based on graph-cut Proc. 2009 Internat. Joint Conf. on Computational Sciences and Optimization (CSO'09) vol. 1 2009 IEEE Computer Society Washington, DC, USA 714 718
24. C. Zhong, D. Miao, and R. Wang A graph-theoretical clustering method based on two rounds of minimum spanning trees Pattern Recogn. 43 3 2010 752 766