Fingerprint Orientation Field Estimation Algorithm Based on Optimized Neighborhood Averaging

被引:0
|
作者
Kekre, H. B. [1 ]
Bharadi, V. A. [1 ]
机构
[1] NMIMS Univ, Mukesh Patel Sch Technol Management & Engn, Dept Comp Sci, Mumbai, Maharashtra, India
关键词
Fingerprint Pre-processing; Gradient; Orientation; Biometrics;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Fingerprint orientation estimation is an important step in fingerprint pre-processing. Here we propose a new algorithm for fingerprint orientation estimation, which is based on gradient direction calculation and determining the orientation by considering the orientation of neighboring regions. This algorithm is mathematically simple and fast for real-time application. This algorithm shows performance improvement by giving better estimation of orientation field.
引用
收藏
页码:270 / 276
页数:7
相关论文
共 50 条
  • [41] A detection algorithm of singular points in fingerprint images combining curvature and orientation field
    Zheng, Xiaolong
    Wang, Yangsheng
    Zhao, Xuying
    INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION, 2006, 345 : 593 - 599
  • [42] An accurate fingerprint orientation modeling algorithm
    Gupta, Puneet
    Gupta, Phalguni
    APPLIED MATHEMATICAL MODELLING, 2016, 40 (15-16) : 7182 - 7194
  • [43] Define a Fingerprint Orientation Field Pattern
    Zhang, Ning
    Zang, Yali
    Jia, Xiaofei
    Yang, Xin
    Tian, Jie
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 937 - 942
  • [44] An effective fingerprint orientation field estimation method using differential values of grayscale intensity
    Shen, Ting-Wei
    Hsu, Mao-Hsiu
    Shen, Chun-Hsu
    Wu, Wen-Fang
    Lu, Yu-Chiao
    Chu, Chia-Chun
    PEERJ COMPUTER SCIENCE, 2023, 9
  • [46] An effective fingerprint orientation field estimation method using differential values of grayscale intensity
    Shen T.-W.
    Hsu M.-H.
    Shen C.-H.
    Wu W.-F.
    Lu Y.-C.
    Chu C.-C.
    PeerJ Computer Science, 2023, 9
  • [47] An effective fingerprint orientation field estimation method using differential values of grayscale intensity
    Shen, Ting-Wei
    Hsu, Mao-Hsiu
    Shen, Chun-Hsu
    Wu, Wen-Fang
    Lu, Yu-Chiao
    Chu, Chia-Chun
    PEERJ COMPUTER SCIENCE, 2023, 9
  • [48] Different methods for fingerprint image orientation estimation
    Popovic, Brankica M.
    Bandur, Milos V.
    Raicevic, Andelija M.
    Randelovic, Dragan
    2012 20TH TELECOMMUNICATIONS FORUM (TELFOR), 2012, : 662 - 665
  • [49] Performance evaluation of fingerprint orientation estimation algorithms
    Sun, Yuqin
    Chen, Shenghong
    Wang, Zhifang
    Li, Qiong
    2007 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, VOL 1, PROCEEDINGS, 2007, : 159 - +
  • [50] False Cores Reduction Based on Global Features of Fingerprint Orientation Field
    Ye, Xueyi
    Wang, Hepeng
    Zou, Rumeng
    Liu, Yirui
    Chen, Huahua
    Shen, Yuzhong
    2021 14TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2021), 2021,