Time of matching reduction and improvement of sub-optimal image segmentation for iris recognition

Faculty Science Year: 2010
Type of Publication: ZU Hosted Pages:
Authors:
Journal: International Journal of Computer Science Issues International Journal of Computer Science Issues Volume:
Keywords : Time , matching reduction , improvement , sub-optimal image    
Abstract:
In this paper, a new matching scheme based on the scalar product (SP) between two templates is used in the matching process. We also introduced the active contour technique to detect the inner boundary of the iris which is not often a circle and the circular Hough transform to determine the outer boundary of the iris. The active contour technique takes into consideration that the actual pupil boundary is near-circular contour rather than a perfect circle, which localize the inner boundary of the iris perfectly. The 1-D log-Gabor filter is used to extract real valued template for the normalized iris. We apply our system on two publicly available databases (CASIA and UBIRIS) and the numerical results show that, perfectly matching process and also the matching time is reduced. We also compare our results with previous results and find out that, the matching with SP is faster than the matching with
   
     
 
       

Author Related Publications

  • Roshdy Mohamed Farouk AbdulHameed, "Iris recognition based on elastic graph matching and Gabor wavelets", Elsevier, 2010 More
  • Roshdy Mohamed Farouk AbdulHameed, "Iris matching using multi-dimensional artificial neural network", IET, 2010 More
  • Roshdy Mohamed Farouk AbdulHameed, "Analytical analysis of image representation by their discrete wavelet transform", International Journal of Computer Science, 2008 More
  • Roshdy Mohamed Farouk AbdulHameed, "Ultrasonic digital signal processing simulation in viscoelastic medium with generalized parametric function", Springer, 2012 More
  • Roshdy Mohamed Farouk AbdulHameed, "Multiple interacting objects tracking based on generalized probabilistic distribution function", wulfenia, 2013 More

Department Related Publications

  • Hany Samih Bayoumi Ibrahim, "Passive and active controllers for suppressing the torsional vibration of multiple-degree-of-freedom system", Sage, 2014 More
  • Ahmed Mohamed Khedr Souliman, "SEP-CS: Effective Routing Protocol for Heterogeneous Wireless Sensor Networks", Ad Hoc & Sensor Wireless Networks, 2012 More
  • Ahmed Mohamed Khedr Souliman, "Minimum connected cover of a query region in heterogeneous wireless sensor networks", Information Sciences, 2013 More
  • Ahmed Mohamed Khedr Souliman, "IBLEACH: intra-balanced LEACH protocol for wireless sensor networks", Wireless Netw, 2014 More
  • Ahmed Mohamed Khedr Souliman, "AGENTS FOR INTEGRATING DISTRIBUTED DATA FOR FUNCTION COMPUTATIONS", Computing and Informatics,, 2012 More
Tweet