On-line and off-line signature verification using relative slope algorithm

被引:0
|
作者
Madabusi, S [1 ]
Srinivas, V [1 ]
Bhaskaran, S [1 ]
Balasubramanian, M [1 ]
机构
[1] Anna Univ, Sri Venkateswara Coll Engn, Dept Informat Technol, Sriperumbudur 602105, Tamil Nadu, India
关键词
slope based algorithm; segmentation; normalization; optimized HMM; pattern recognition;
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
This paper presents a novel RELATIVE SLOPE BASED algorithm for online and online signature verification system capable of effectively establishing air individuals identity based solely on their handwriting characteristics. Current technologies in signature Verification systems use various algorithms for Feature point extraction, Regression approach. Markov method, Split and merge card genetic algorithms. We have porposed a slope based model, in which tire input signature is divided into many segments using optimized HMM method, their the slope of every segment is calculated with respect to its previous segment. obtained after normalizaion of the signature. This feature of each segment is stored along with the two tier time metric information, which ensures lesser overhead with better performance while processing.
引用
收藏
页码:11 / 15
页数:5
相关论文
共 50 条
  • [1] Signature verification based on fusion of on-line and off-line kernels
    Mottl, Vadim
    Lange, Mikhail
    Sulimova, Valentina
    Yermakov, Alexey
    [J]. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 3326 - 3329
  • [2] Off-line signature verification using DTW
    Shanker, A. Piyush
    Rajagopalan, A. N.
    [J]. PATTERN RECOGNITION LETTERS, 2007, 28 (12) : 1407 - 1414
  • [3] Hindi Off-line Signature Verification
    Pal, Srikanta
    Blumenstein, Michael
    Pal, Umapada
    [J]. 13TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR 2012), 2012, : 373 - 378
  • [4] Off-line Chinese signature verification
    Lin, J
    Li, JG
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL II, 1996, : 205 - 207
  • [5] A survey of off-line signature verification
    Hou, WP
    Ye, XF
    Wang, KJ
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 536 - 541
  • [6] Off-line Signature Verification Using Neural Networks
    Lakshmi, K. V.
    Nayak, Seema
    [J]. PROCEEDINGS OF THE 2013 3RD IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2013, : 1065 - 1069
  • [7] Off-line signature verification with PSO-NN algorithm
    Das, A. Taylan
    Dulger, L. Canan
    [J]. 2007 22ND INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES, 2007, : 92 - 97
  • [8] Off-line Signature Verification Using Curve Fitting Algorithm with Neural Networks
    Shah, Vaibhav
    Sanghavi, Umang
    Shah, Udit
    [J]. 2013 INTERNATIONAL CONFERENCE ON ADVANCES IN TECHNOLOGY AND ENGINEERING (ICATE), 2013,
  • [9] OPTIMIZING SETUP MARGINS BY USING ON-LINE/OFF-LINE VERIFICATION PROTOCOLS
    Moura, F.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2011, 99 : S235 - S235
  • [10] Off-line arabic signature recognition and verification
    Ismail, MA
    Gad, S
    [J]. PATTERN RECOGNITION, 2000, 33 (10) : 1727 - 1740