Fisher Linear Discriminant based person identification using Visual Evoked potentials

International Conference on Signal Processing Proceedings, ICSP

Volumn , Issue , 2008, Pages 1677-1680

  Yazdani, A ^a   Roodaki, A ^a   Rezatofighi, S H ^a   Misaghian, K ^a   Setarehdan, S K ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY ASSESSMENT; AR MODELS; BEHAVIORAL TRAITS; CLASSIFICATION RATES; CROSS-VALIDATION METHODS; EEG SIGNALS; ELECTROENCEPHALOGRAM SIGNALS; FEATURE VECTORS; FISHER LINEAR DISCRIMINANTS; FISHER'S LINEAR DISCRIMINANT; GAMMA BAND; K-NEAREST NEIGHBORHOODS; LEAVE-ONE-OUT; PERSON IDENTIFICATION; PHYSIOLOGICAL TRAIT; POWER SPECTRUM DENSITY; VISUAL EVOKED POTENTIAL;

BIOELECTRIC POTENTIALS; BIOMETRICS; DISCRIMINANT ANALYSIS; POWER SPECTRUM; SIGNAL PROCESSING;

ELECTROENCEPHALOGRAPHY;

EID: 67249157895     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2008.4697459     Document Type: Conference Paper

References (16)

1. Z. M. Kovacs -Vajna, "A fingerprint verification system based on triangular matching and dynamic time warping," IEEE Trans. Pattern. Anal, vol. 22, no. 11, 2000.
2. P. A. R. Rodriguez, and J. D. L. Silva, "Biometric identification by dermatoglyphics," International Conference on Image Processing, vol. 1, pp. 16-19, 1996.
3. R. Kaushik and B. Prabir, "An iris recognition method based on zigzag collarette area and asymmetrical Support Vector Machines," Proceedings of the ICSMC conference, vol. 1, pp. 861-865, 2006.
4. N. A. Fox, R. Gross, J. F. Cohn, and R. B. Reilly, "Robust biometric person identification using automatic classifier fusion of speech, mouth, and face experts," IEEE Trans. Multimedia., vol. 9, no. 4, 2007.
5. L. Chen, H. Y. M. Liao, and J. Lin, "Person identification using facial motion," International Conference on Image Processing, 2001.
6. A. D. C. Chan, M. M. Hamdy, A. Badre, and V. Badee, "Person identification using electrocardiograms," Canadian Conference on Electrical and Computer Engineering, 2006.
7. A. P. Anokhin, V. Muller, U. Lindenberger, A. C. Heath, and E. Myers, "Genetic influences on dynamic complexity of brain oscillations," Neurosci. Lett., vol. 397, pp. 93-98, 2006.
8. B. P. Zietsch, J. L. Hansen, N. K. Hansell, G. M. Geffen, N. G. Martin, and M. J. Wright, "Common and specific genetic influences on EEG power bands delta, theta, alpha, and beta," Biol. Psychol., vol. 75, pp. 154-164, 2007.
9. Y. Tang, S. O'connor, L. Bauer, D. B. Chorlian, M. Rangaswamy, M. Schuckit, S. Kuperman, and J. Rohrbaugh, "Genetic influences on bipolar EEG power spectra," Int J Psychophysiol., vol. 65, pp. 2-9, 2007.
10. M. Poulos, M. Rangoussi, V. Chrissikopoulos, and A. Evangelou, "Person identification based on parametric processing of the EEG," In: Proc. 6th IEEE International Conference on Electronics, Circuits, and Systems, vol. 1, pp. 283-286, 1999.
11. R. B. Paranjape, J. Mahovsky, L. Benedicenti, and Z. Koles, "The electroencephalogram as a biometric," Int Proc. Canadian Conference on Electrical and Computer Engineering, vol. 2, pp. 1363-1366, 2001.
12. R. Palaniappan, and K. V. R. Ravi, "A new method to identify individuals using signals from the brain," Proceedings of the Conference on Information, Communications and Signal Processing, vol. 3, pp. 1442-1445, 2003.
13. R. Palaniappan and K. V. R. Ravi, "Improving visual evoked potential feature classification for person recognition using PCA and normalization," Pattern Recogn. Lett., vol. 27, pp. 726-733, 2006.
14. R. Palaniappan and D. P. Mandic, "Biometrics from brain electrical activity: A machine learning approach," IEEE Trans. Pattern Anal., vol. 29, no. 4, 2007.
15. G. Mohammadi, P. Shoushtari, B. Molaee Ardekani, and M. B. Shamsollahi, "Person identification by using AR model for EEG signals," IEEE Trans. Eng, Comput. Technol., vol. 11, pp. 281-285, 2006.
16. R. Bos, S. de Waele, and P. M. T. Broersen, "Autoregressive spectral estimation by application of the Burg algorithm to irregularly sampled data," IEEE Trans. Instrum. Meas., vol. 51, no. 6, pp. 1289-1294, 2002.