On-line signature verification based on dynamic segmentation and global and local matching

被引:16
|
作者
Huang, K
Yan, H
机构
关键词
on-line signature verification; handwriting motion segmentation; local elastic matching; dissimilarity measure;
D O I
10.1117/12.215474
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We propose a method for signature verification based on natural-handwriting motion segmentation, Dynamic segmentation of the handwriting motion in accordance with motor commands is used to better correlate authentic signatures and to better reject forged ones. Utilization of personalized adaptive thresholds in signature segmentation and verification stages proves to produce good dissimilarity measures. Experiments show that 90% correct classification can be achieved.
引用
收藏
页码:3480 / 3487
页数:8
相关论文
共 50 条
  • [1] On-line signature verification based on fusion of global and local information
    Hu, Lei
    Wang, Yun-Hong
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 1192 - 1196
  • [2] An on-line signature verification system based on fusion of local and global information
    Fierrez-Aguilar, J
    Nanni, L
    Lopez-Peñalba, J
    Ortega-Garcia, J
    Maltoni, D
    AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2005, 3546 : 523 - 532
  • [3] Local and global feature selection for on-line signature verification
    Richiardi, J
    Ketabdar, H
    Drygajlo, A
    EIGHTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS 1 AND 2, PROCEEDINGS, 2005, : 625 - 629
  • [4] Fusion of global and local information for an on-line signature verification system
    Liu, Ning-Ning
    Wang, Yun-Hong
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 57 - 61
  • [5] On-line signature verification based on dynamic Bayesian network
    Lv, Hairong
    Wang, Wenyuan
    ADVANCES IN NATURAL COMPUTATION, PT 1, 2006, 4221 : 507 - 510
  • [6] An Efficient DTW Matching for On-line Signature Verification
    Xia, Xinghua
    Yang, Dafang
    Luan, Fangjun
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ELECTRONICS, MECHANICS, CULTURE AND MEDICINE, 2016, 45 : 238 - 242
  • [7] On-line signature verification using improved segmentation
    Zou, MF
    Tong, JJ
    Lou, ZL
    Liu, CP
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 256 - 261
  • [8] On-line signature verification based on split-and-merge matching mechanism
    Wu, QZ
    Lee, SY
    Jou, IC
    PATTERN RECOGNITION LETTERS, 1997, 18 (07) : 665 - 673
  • [9] ON-LINE SIGNATURE VERIFICATION USING GLOBAL FEATURES
    Ibrahim, Muhammad Talal
    Kyan, Matthew
    Guan, Ling
    2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2, 2009, : 391 - 394
  • [10] A novel local on-line signature verification system
    Nanni, Loris
    Lumini, Alessandra
    PATTERN RECOGNITION LETTERS, 2008, 29 (05) : 559 - 568