Iris Image Classification Based on Color Information

被引：0
|
作者：
Zhang, Hui [1 ,2 ]
Sun, Zhenan [2 ]
Tan, Tieniu [2 ]
Wang, Jianyu [1 ]
机构：
[1] Chinese Acad Sci, Shanghai Inst Tech Phys, Beijing 100864, Peoples R China
[2] Chinese Acad Sci, Inst Automat, NLPR, Beijing 100864, Peoples R China
来源：
2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012) | 2012年
关键词：
RECOGNITION;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Iris recognition systems using iris images captured in visible light have several advantages compared to using near infrared (NIR) images, and draw attention from biometrics researchers. The acquisition of color iris image does not ask for special cameras, and reserves the color information of iris. The color information can be used as an important clue for iris classification which improves performance of iris recognition on non-ideal iris images. In this paper, we propose a novel color feature for iris classification, named as iris color Texton using RGB, HSI and 1 alpha beta color spaces. Extensive experiments are performed on three databases. The proposed iris color Texton shows advantages in iris image classification based on color information.
引用
收藏
页码：3427 / 3430
页数：4
相关论文
共 50 条
  • [41] Consistent image-based measurement and classification of skin color
    Harville, M
    Baker, H
    Bhatti, N
    Süsstrunk, S
    2005 International Conference on Image Processing (ICIP), Vols 1-5, 2005, : 2217 - 2220
  • [42] Region-based image classification for automatic color correction
    Fredembach, C
    Schröder, M
    Süsstrunk, S
    ELEVENTH COLOR IMAGING CONFERENCE: COLOR SCIENCE AND ENGINEERING - SYSTEMS, TECHNOLOGIES, APPLICATIONS, 2003, : 59 - 65
  • [43] Color image edge detection and classification based on physical model
    Geng, Xin
    Xiao, Jin
    Hu, Xiaoguang
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (08): : 1782 - 1787
  • [44] Classification based adaptive vector filter for color image restoration
    Ma, ZH
    Wu, HR
    2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 617 - 620
  • [45] Color histogram features based image classification in content-based image retrieval systems
    Sergyan, Szabolcs
    2008 6TH INTERNATIONAL SYMPOSIUM ON APPLIED MACHINE INTELLIGENCE AND INFORMATICS, 2008, : 206 - 209
  • [46] A color image classification by means of image transformations
    Smolarz, A
    Cornu, P
    CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 310 - 315
  • [47] Iris detection based on color segmentation
    Cao, Qianxia
    Luo, Dayong
    Zhu, Minghan
    Jisuanji Gongcheng/Computer Engineering, 2005, 31 (19): : 173 - 175
  • [48] Information hiding of satellite remote image based on image complexity classification
    Feng X.-G.
    Zhou Q.
    Yuhang Xuebao/Journal of Astronautics, 2010, 31 (07): : 1850 - 1854
  • [49] Automatic classification system of soil cover based on color information
    Jorge, LAC
    Tozzi, CL
    De Maria, IC
    Crestana, S
    COMPUTERS IN AGRICULTURE, 1998, 1998, : 688 - 696
  • [50] Road Surface Condition Classification Based on Color and Texture Information
    Sun, Zhonghua
    Jia, Kebin
    2013 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2013), 2013, : 137 - 140
12345