Theoretical Approach to Developing Efficient Algorithms of Fingerprint Enhancement

被引：1
|
作者：
Khachay, Mikhail Yu [1 ,2 ]
Pasynkov, Maxim [1 ]
机构：
[1] Krasovsky Inst Math & Mech, 16 S Kovalevskoy St, Ekaterinburg, Russia
[2] Ural Fed Univ, Ekaterinburg, Russia
来源：
ANALYSIS OF IMAGES, SOCIAL NETWORKS AND TEXTS, AIST 2015 | 2015年 / 542卷
关键词：
Fingerprint image enhancement; Orientation field; Poincare index; Model-based approximation; Gabor filter; Holomorphic function; Conformal map; IMAGE-ENHANCEMENT; RIDGE; FIELDS; MODEL;
D O I：
10.1007/978-3-319-26123-2_8
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new theoretical approach to construction of efficient algorithms for fingerprint image enhancement is proposed. The approach comprises novel modifications of advanced orientation field estimation techniques such as the method of fingerprint core extraction based on Poincare indexes and model-based smoothing for the gradient-based approximation of an orientation field by Legendre polynomials, and new adaptive Gabor filtering technique based on holomorphic transformations of coordinates.
引用
收藏
页码：83 / 95
页数：13
相关论文
共 50 条
  • [1] Performance evaluation of fingerprint enhancement algorithms
    Wang, Zhifang
    Chen, Shenghong
    Busch, Christoph
    Niu, Xiamu
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 3, PROCEEDINGS, 2008, : 389 - +
  • [2] A Comparative Study of Fingerprint Enhancement Algorithms
    Hajri, Sarra
    Kallel, Fathi
    Ben Hamida, Ahmed
    Nait-Ali, Amine
    2020 5TH INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP'2020), 2020,
  • [3] Fingerprint image enhancement algorithms: An overview
    Veeravalli, A
    Adhami, R
    Meenen, P
    Ray, M
    Velkur, N
    CISST '04: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS, AND TECHNOLOGY, 2004, : 485 - 490
  • [4] A Comparison of Fingerprint Enhancement Algorithms for Poor Quality Fingerprint Images
    Yusharyahya, Kevin Arighi
    Nugroho, Anto Satriyo
    Purnama, James
    Galinium, Maulahikmah
    2014 INTERNATIONAL CONFERENCE OF ADVANCED INFORMATICS: CONCEPT, THEORY AND APPLICATION (ICAICTA), 2014, : 342 - 347
  • [5] Efficient 2-fold contextual filtering approach for fingerprint enhancement
    Ghafoor, Mubeen
    Taj, Imtiaz A.
    Ahmad, Waqas
    Jafri, Noman M.
    IET IMAGE PROCESSING, 2014, 8 (07) : 417 - 425
  • [6] Fingerprint Image Enhancement with easy to use algorithms
    Klir, Thomas
    BIOSIG 2015 PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE OF THE BIOMETRICS SPECIAL INTEREST GROUP, 2015,
  • [7] Fingerprint image enhancement and recognition algorithms: a survey
    Hasan, Haitham
    Abdul-Kareem, S.
    NEURAL COMPUTING & APPLICATIONS, 2013, 23 (06): : 1605 - 1610
  • [8] Fingerprint image enhancement and recognition algorithms: a survey
    Haitham Hasan
    S. Abdul-Kareem
    Neural Computing and Applications, 2013, 23 : 1605 - 1610
  • [9] A comprehensive enhancement approach of fingerprint images
    Su, Tie-Ming
    Han, Zhao-Cui
    Wei, Hong-Lei
    Dalian Ligong Daxue Xuebao/Journal of Dalian University of Technology, 2010, 50 (05): : 686 - 691
  • [10] An Efficient DoG based Fingerprint Enhancement Scheme
    Samantaray, Shila
    Bakshi, Sambit
    Sa, Pankaj K.
    PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI'12), 2012, : 547 - 550
12345