Iris Recognition using Dynamic Programming Matching Pursuit

• Main Authors: Yueh-Shiun Lee, 李岳勳
• Other Authors: Chung-Lin Huang
• Format: Others
• Published: 2007
• Online Access: http://ndltd.ncl.edu.tw/handle/72771435097528599286

碩士 === 國立清華大學 === 電機工程學系 === 95 === In my thesis, we propose a new method named Dynamic Programming Based Matching Pursuit algorithm for iris-based personal identification. The method modifies the matching pursuit algorithm so that it selects the most representative path to do iris recognition. Our system consists of three parts: identification, verification and performance evaluation. The experimental results demonstrate the efficacy of the proposed method by showing that it attains a better ROC curve and faster speed than the conventional matching pursuit based iris recognition system.