A human identification technique using images of the iris and wavelet transform

作者: W.W. Boles , B. Boashash

DOI: 10.1109/78.668573

关键词: Wavelet transformIris (anatomy)Pattern recognitionImage resolutionFeature extractionIris recognitionDiscrete wavelet transformComputer scienceComputer visionArtificial intelligence

摘要: A new approach for recognizing the iris of human eye is presented. Zero-crossings wavelet transform at various resolution levels are calculated over concentric circles on iris, and resulting one-dimensional (1-D) signals compared with model features using different dissimilarity functions.

参考文章(7)
Aran Safir, Leonard Flom, Iris recognition system. ,(1986)
Theory of Edge Detection Proceedings of The Royal Society B: Biological Sciences. ,vol. 207, pp. 187- 217 ,(1980) , 10.1098/RSPB.1980.0020
Peter W. Hallinan, Recognizing human eyes Proceedings of SPIE. ,vol. 1570, pp. 214- 226 ,(1991) , 10.1117/12.48426
Quang Minh Tieng, W.W. Boles, Recognition of 2D object contours using the wavelet transform zero-crossing representation IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 910- 916 ,(1997) , 10.1109/34.608294
J.G. Daugman, High confidence visual recognition of persons by a test of statistical independence IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 15, pp. 1148- 1161 ,(1993) , 10.1109/34.244676
S. Mallat, Zero-crossings of a wavelet transform IEEE Transactions on Information Theory. ,vol. 37, pp. 1019- 1033 ,(1991) , 10.1109/18.86995
R.P. Wildes, J.C. Asmuth, G.L. Green, S.C. Hsu, R.J. Kolczynski, J.R. Matey, S.E. McBride, A system for automated iris recognition workshop on applications of computer vision. pp. 121- 128 ,(1994) , 10.1109/ACV.1994.341298