Literature DB >> 18703828

An effective approach for iris recognition using phase-based image matching.

Kazuyuki Miyazawa1, Koichi Ito, Takafumi Aoki, Koji Kobayashi, Hiroshi Nakajima.   

Abstract

This paper presents an efficient algorithm for iris recognition using phase-based image matching--an image matching technique using phase components in 2D Discrete Fourier Transforms (DFTs) of given images. Experimental evaluation using CASIA iris image databases (versions 1.0 and 2.0) and Iris Challenge Evaluation (ICE) 2005 database clearly demonstrates that the use of phase components of iris images makes possible to achieve highly accurate iris recognition with a simple matching algorithm. This paper also discusses major implementation issues of our algorithm. In order to reduce the size of iris data and to prevent the visibility of iris images, we introduce the idea of 2D Fourier Phase Code (FPC) for representing iris information. The 2D FPC is particularly useful for implementing compact iris recognition devices using state-of-the-art Digital Signal Processing (DSP) technology.

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Year:  2008        PMID: 18703828     DOI: 10.1109/TPAMI.2007.70833

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN: 0098-5589            Impact factor:   6.226


  3 in total

1.  Quantification of Joint Space Width Difference on Radiography Via Phase-Only Correlation (POC) Analysis: a Phantom Study Comparing with Various Tomographical Modalities Using Conventional Margin-Contouring.

Authors:  Aimi Taguchi; Shun Shishido; Yafei Ou; Masayuki Ikebe; Tianyu Zeng; Wanxuan Fang; Koichi Murakami; Toshikazu Ueda; Nobutoshi Yasojima; Keitaro Sato; Kenichi Tamura; Kenneth Sutherland; Nozomi Oki; Ko Chiba; Kazuyuki Minowa; Masataka Uetani; Tamotsu Kamishima
Journal:  J Digit Imaging       Date:  2020-12-02       Impact factor: 4.056

2.  Palmprint Recognition Across Different Devices.

Authors:  Wei Jia; Rong-Xiang Hu; Jie Gui; Yang Zhao; Xiao-Ming Ren
Journal:  Sensors (Basel)       Date:  2012-06-08       Impact factor: 3.576

3.  Shape adaptive, robust iris feature extraction from noisy iris images.

Authors:  Hamed Ghodrati; Mohammad Javad Dehghani; Habibolah Danyali
Journal:  J Med Signals Sens       Date:  2013-10
  3 in total

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