A NEW ALGORITHM OF INCOMPLETE FINGERPRINT SEGMENTATION BASED ON LBP

被引：0
|
作者：
Zhang, Bo [1 ]
Zhang, Jie [1 ]
Jiang, Haixia [1 ]
Jing, Xiaojun [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing, Peoples R China
来源：
2011 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS | 2011年
基金：
美国国家科学基金会;
关键词：
incomplete fingerprint; segmentation; Local Binary Pattern; fuzzy criterion;
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：
A novel segmentation method is proposed for incomplete fingerprint based on Local Binary Pattern (LBP). Firstly, the feature vector, based on orientation coherence, orientation entropy and gray, is defined for segmentation with SVM Secondly, According to the problem of segmentation with SVM, with the texture of non-statistical LBP, fuzzy criterion is used for modifying segmentation. The fingerprint segmentation of the incomplete area is re-computed and measured with correlation and competition of texture, which is based on LBP. The performance of the new method is evaluated on FVC2004 database. The experimental results indicate that the proposed algorithm is effective for incomplete fingerprint.
引用
收藏
页码：610 / 613
页数：4
相关论文
共 50 条
  • [1] A Novel and Efficient Algorithm for Segmentation of Fingerprint Image Based on LBP Operator
    Wen, Chengming
    Guo, Tiande
    Zhou, Yuyang
    ITCS: 2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, PROCEEDINGS, VOL 2, PROCEEDINGS, 2009, : 200 - 204
  • [2] Image Segmentation Based on Local Region LBP algorithm
    Xu Shengjun
    Lin Qunying
    Liu Xin
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL VI, 2010, : 160 - 163
  • [3] Image Segmentation Based on Local Region LBP algorithm
    Xu Shengjun
    Lin Qunying
    Liu Xin
    2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL I, 2011, : 158 - 161
  • [4] A New Gradual Segmentation Algorithm of Fingerprint Image
    Wang, Feng
    Cao, Hong Bing
    ADVANCES IN MANUFACTURING SCIENCE AND ENGINEERING, PTS 1-4, 2013, 712-715 : 2407 - 2411
  • [5] An incomplete fingerprint recognition algorithm based on pattern entropy
    Zhang, Jie
    Jing, Xiao-Jun
    Liu, Xin-Jing
    Li, Shuai
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2012, 34 (12): : 3040 - 3045
  • [6] Fingerprint Segmentation Algorithm Based on Fourier Transform
    Cai, Xiumei
    Song, Mengge
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INTELLIGENT MANUFACTURING (ITIM 2017), 2017, 142 : 18 - 22
  • [7] A layered segmentation algorithm of fingerprint
    Gao, Jingjing
    Xie, Mei
    2007 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS; VOL 2: SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, CIRCUITS AND SYSTEMS, 2007, : 583 - +
  • [8] An LBP-based active contour algorithm for unsupervised texture segmentation
    Savelonas, M. A.
    Iakovidis, D. K.
    Maroulis, D. E.
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS, 2006, : 279 - +
  • [9] An Adaptive Fingerprint Image Segmentation Algorithm Based on Multiple Features
    Zhang, Shaole
    Jing, Xiaojun
    Zhang, Bo
    Sun, Songlin
    2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 2, 2010, : 191 - 194
  • [10] A Novel Segmentation Algorithm of Fingerprint Images Based on Mean Shift
    Xue, Zhe
    Zhao, Tong
    Wu, Min
    Guo, Tiande
    EMERGING INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, 2012, 304 : 203 - +
12345