A PALMPRINT RECOGNITION ALGORITHM USING PHASE-BASED CORRESPONDENCE MATCHING

被引:24
|
作者
Ito, Koichi [1 ]
Iitsuka, Satoshi [1 ]
Aoki, Takafumi [1 ]
机构
[1] Tohoku Univ, Grad Sch Informat Sci, Sendai, Miyagi 9808579, Japan
关键词
image recognition; palmprint recognition; nonlinear distortion; phase-only correlation; biometrics; ONLY CORRELATION; IDENTIFICATION;
D O I
10.1109/ICIP.2009.5413740
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Palmprint images taken from a camera are distorted due to movement of a hand and fingers. To achieve reliable palmprint recognition, it is necessary to employ a recognition algorithm dealing with nonlinear distortion, while the conventional algorithms only consider the rigid body transformation between palmprint images. This paper proposes a palmprint recognition algorithm using phase-based correspondence matching. In order to handle nonlinear distortion, the proposed algorithm (i) finds corresponding points between two images using phase-based correspondence matching and (ii) evaluates a similarity between local image blocks around the corresponding points. Experimental evaluation using a palmprint image database demonstrates efficient recognition performance of the proposed algorithm compared with conventional algorithms.
引用
收藏
页码:1977 / 1980
页数:4
相关论文
共 50 条
  • [21] A dental radiograph registration algorithm using phase-based image matching for human identification
    Nikaido, Akira
    Ito, Koichi
    Aoki, Takafumi
    Kosuge, Eiko
    Kawamata, Ryota
    2006 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1 AND 2, 2006, : 339 - 342
  • [22] Palmprint Recognition using Robust Template Matching
    Poonia, Poonam
    Ajmera, Pawan K.
    Shende, Vijayendra
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 727 - 736
  • [23] A Learning-based Logo Recognition Algorithm Using SIFT and Efficient Correspondence Matching
    Xia, Liangfu
    Qi, Feihu
    Zhou, Qianhao
    2008 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-4, 2008, : 1767 - 1772
  • [24] A Palmprint Recognition Algorithm Based on GIDBC
    Jia, Mengqi
    Wei, Weibo
    Hong, Danfeng
    Wang, Gang
    BIOMETRIC RECOGNITION, CCBR 2015, 2015, 9428 : 258 - 265
  • [25] Study on A New Sine Raster Generating Algorithm for Phase-Based Matching
    Liu, Xiaohui
    Jiang, Kaiyong
    Lin, Junyi
    APPLIED MECHANICS AND MECHANICAL ENGINEERING, PTS 1-3, 2010, 29-32 : 2633 - +
  • [26] A PALMPRINT RECOGNITION ALGORITHM USING PRINCIPAL COMPONENT ANALYSIS OF PHASE INFORMATION
    Iitsuka, Satoshi
    Miyazawa, Kazuyuki
    Aoki, Takafumi
    2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 1973 - 1976
  • [27] Generating Robust and Stable Disparity Map Using Phase-Based Correspondence Matching from Stereo Video Sequence
    Ito, Koichi
    Sasaki, Mitsuharu
    Aoki, Takafumi
    Ishigami, Tomohide
    Nishimura, Akio
    2013 SECOND IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION (ACPR 2013), 2013, : 586 - 590
  • [28] Palmprint recognition based on directional features and graph matching
    Han, Yufei
    Tan, Tieniu
    Sun, Zhenan
    ADVANCES IN BIOMETRICS, PROCEEDINGS, 2007, 4642 : 1164 - +
  • [29] Palmprint recognition based on isodata clustering algorithm
    Liu, Fu
    Lin, Cai-Xia
    Cui, Ping-Yuan
    Dong, Tian
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 1129 - +
  • [30] Significance of Phase-based Features for Person Recognition Using Humming
    Sailor, Hardik B.
    Madhavi, Maulik C.
    Patil, Hemant A.
    PERCEPTION AND MACHINE INTELLIGENCE, 2015, 2015, : 99 - 103