Iris Recognition Based on Matching Pursuits

  • Authors:
  • Yueh-Shiun Lee;Jinn Ho;Wen-Liang Hwang;Chung-Lin Huang

  • Affiliations:
  • -;-;-;-

  • Venue:
  • IIH-MSP '08 Proceedings of the 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing
  • Year:
  • 2008

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Abstract

We propose a novel Dynamic Programming Matching Pursuit (DPMP) algorithm for iris recognition. The method modifies the matching pursuit (MP) algorithm to select the most representative atoms for the iris recognition. In the experiments, we demonstrate that our system has (1) better performance for both personal identification and verification, and (2) a better ROC curve, (3) less computation than the conventional MP-based iris recognition.