An Iris preprocessing and segmentation procedures for Iris Recognition

被引：0
|
作者：
Walha, Faiza [1 ]
Khmila, Honda [2 ]
Khanfir Kallel, Imen [3 ]
机构：
[1] Univ Sfax, ISIMS, Cybern Team, OLID Lab, Sfax, Tunisia
[2] Univ Sfax, ENIG, ENIS, Cybern Team,CEM Lab,ISBS,Univ Gabes, Sfax, Tunisia
[3] Univ Sfax, IMT Atlantique, ENIS, Cybern Team,CEM Lab,ISBS,Tech Brest, Sfax, Tunisia
来源：
2022 8TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT'22) | 2022年
关键词：
Iris Recognition; image preprocessing; segmentation;
D O I：
10.1109/CODIT55151.2022.9803947
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this study, a new method of Image preprocessing and segmentation based on the RGB space is presented. The method consists of preprocessing the images by cleaning and removing unnecessary areas then applying a double search for the darkest areas to find the iris and the pupil. For experimental results, the study is implemented on Iris@PBMLT dataset which is a new private IRIS dataset. The results are compared with those that are obtained by the classical integro-differential operator method. The obtained results showed that the proposed method has acceptable accuracy.
引用
收藏
页码：303 / 308
页数：6
相关论文
共 50 条
  • [31] A Robust Preprocessing Algorithm for Iris Segmentation from Low Contrast Eye Images
    Badejo, Joke A.
    Atayero, Aderemi A.
    Ibiyemi, Tunji S.
    PROCEEDINGS OF 2016 FUTURE TECHNOLOGIES CONFERENCE (FTC), 2016, : 567 - 576
  • [32] Iris recognition
    Davies, S
    NEW SCIENTIST, 2003, 180 (2426-8) : 34 - 34
  • [33] DeeplrisNet: DEEP IRIS REPRESENTATION WITH APPLICATIONS IN IRIS RECOGNITION AND CROSS-SENSOR IRIS RECOGNITION
    Gangwar, Abhishek
    Joshi, Akanksha
    2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 2301 - 2305
  • [34] A robust iris localization scheme for the iris recognition
    Farmanullah Jan
    Nasro Min-Allah
    Shahrukh Agha
    Imran Usman
    Irfanullah Khan
    Multimedia Tools and Applications, 2021, 80 : 4579 - 4605
  • [35] A robust iris localization scheme for the iris recognition
    Jan, Farmanullah
    Min-Allah, Nasro
    Agha, Shahrukh
    Usman, Imran
    Khan, Irfanullah
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (03) : 4579 - 4605
  • [36] Effects of Iris Surface Curvature on Iris Recognition
    Thompson, Joseph
    Flynn, Patrick
    Bowyer, Kevin
    Santos-Villalobos, Hector
    2013 IEEE SIXTH INTERNATIONAL CONFERENCE ON BIOMETRICS: THEORY, APPLICATIONS AND SYSTEMS (BTAS), 2013,
  • [37] Research on iris image preprocessing algorithm
    Zhang, PF
    Li, QM
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 5220 - 5224
  • [38] Research on iris image preprocessing algorithm
    Pan, LL
    Xie, M
    International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings, 2005, : 155 - 158
  • [39] Research on iris image preprocessing algorithm
    Xue, Bai
    Liu, Wen-Yao
    Wang, Jin-Tao
    Zuo, Kun-Long
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2003, 14 (07): : 741 - 744
  • [40] Half Iris Gabor Based Iris Recognition
    Ali, Musab A. M.
    Tahir, Nooritawati Md
    2014 IEEE 10TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2014), 2014, : 282 - 287
12345