TEXTURE ANALYSIS BASED IRIS RECOGNITION

Cilt: 6 Sayı: 1 2 Ocak 2012
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TEXTURE ANALYSIS BASED IRIS RECOGNITION

Öz

In this paper, we present a new method for personal identification, based on iris patterns. The method composed of iris image acquisition, image preprocessing, feature extraction and finally decision stages. Normalized iris images are vertically log-sampled and filtered by circular symmetric Gabor filters. The output of filters are windowed and mean absolute deviation of pixels in the window are calculated as the feature vectors. The proposed  method has the desired properties of an iris recognition system such as scale and rotation invariance. The system is realized in Windows platform

Anahtar Kelimeler

Kaynakça

  1. A.K. Jain, R.M. Bolle, and S. Pankanti, Eds., “Biometrics:Personal Identification in a networked Society”, Norwell, MA:Kluwer, 1999.
  2. D. Zhang, “Biometrics Technologies and Applications”,Proc. of International Conference on Image and Graphics,42-49, China, August 2000.
  3. G. Lawton, “Biometrics: A New Era in Security”, IEEE Computer, pp.16-18, Aug. 1998.
  4. J.G. Daugman, “High Confidence Visual Recognition of Persons by a Test of Statistical Independence”, IEEE Tans. Pattern Analysis and Machine Intelligence, vol.15, pp.1148-1161, Nov. 1993.
  5. W.Boles and B.Boashash, “A Human Identification Technique Using Images of the Iris and Wavelet Transform”, IEEE Trans. on Signal Processing, Vol 46, No.4, 1185-1188, 1998.
  6. R. Wildes et al. “A Machine-vision System for Iris Recognition System,” Machine Vision and Applications, Vol. 9, 1-8, 1996.
  7. Jainguo Zhang, Tieniu Tan, Li Ma, “Invariant Texture Segmentation Via Circular Gabor Filters”, ICPR-2002, 901904.
  8. L. Ma, Y. Wang, T. Tan, “Iris Recognition Based on Multichannel Gabor Filtering”, Proc. of ACCV-2002, Vol. I, 279-283, 2002.

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

-

Yazarlar

Güray Gürkan Bu kişi benim

Yayımlanma Tarihi

2 Ocak 2012

Gönderilme Tarihi

2 Ocak 2012

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2006 Cilt: 6 Sayı: 1

Kaynak Göster

APA
Gürkan, G., & Akan, A. (2012). TEXTURE ANALYSIS BASED IRIS RECOGNITION. IU-Journal of Electrical & Electronics Engineering, 6(1), 13-17. https://izlik.org/JA69FX38RW
AMA
1.Gürkan G, Akan A. TEXTURE ANALYSIS BASED IRIS RECOGNITION. IU-Journal of Electrical & Electronics Engineering. 2012;6(1):13-17. https://izlik.org/JA69FX38RW
Chicago
Gürkan, Güray, ve Aydın Akan. 2012. “TEXTURE ANALYSIS BASED IRIS RECOGNITION”. IU-Journal of Electrical & Electronics Engineering 6 (1): 13-17. https://izlik.org/JA69FX38RW.
EndNote
Gürkan G, Akan A (01 Ocak 2012) TEXTURE ANALYSIS BASED IRIS RECOGNITION. IU-Journal of Electrical & Electronics Engineering 6 1 13–17.
IEEE
[1]G. Gürkan ve A. Akan, “TEXTURE ANALYSIS BASED IRIS RECOGNITION”, IU-Journal of Electrical & Electronics Engineering, c. 6, sy 1, ss. 13–17, Oca. 2012, [çevrimiçi]. Erişim adresi: https://izlik.org/JA69FX38RW
ISNAD
Gürkan, Güray - Akan, Aydın. “TEXTURE ANALYSIS BASED IRIS RECOGNITION”. IU-Journal of Electrical & Electronics Engineering 6/1 (01 Ocak 2012): 13-17. https://izlik.org/JA69FX38RW.
JAMA
1.Gürkan G, Akan A. TEXTURE ANALYSIS BASED IRIS RECOGNITION. IU-Journal of Electrical & Electronics Engineering. 2012;6:13–17.
MLA
Gürkan, Güray, ve Aydın Akan. “TEXTURE ANALYSIS BASED IRIS RECOGNITION”. IU-Journal of Electrical & Electronics Engineering, c. 6, sy 1, Ocak 2012, ss. 13-17, https://izlik.org/JA69FX38RW.
Vancouver
1.Güray Gürkan, Aydın Akan. TEXTURE ANALYSIS BASED IRIS RECOGNITION. IU-Journal of Electrical & Electronics Engineering [Internet]. 01 Ocak 2012;6(1):13-7. Erişim adresi: https://izlik.org/JA69FX38RW