An Automated System for Offline Signature Verification and Identification Using Delaunay Triangulation

被引:2
|
作者
Jan, Zahoor [1 ]
Muhammad, Hayat [1 ]
Rafiq, Muhammad [1 ]
Zada, Noor [1 ]
机构
[1] Univ Peshawar, Islamia Coll, Dept Comp Sci, Peshawar, Pakistan
关键词
Signature verification; offline signature; Delaunay triangulation; false acceptance rate; false rejection rate;
D O I
10.1007/978-3-319-16486-1_64
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Offline signature is being used in a range of applications. When a fraud person replicates our signature and takes our identity then problem arises. Signature verification has been identified as a main competitor in the search for a secure personal verification system. Offline signature system is based on the scanned image of the signature. The proposed methodology consists of signature database, preprocessing, feature extraction and recognition. The proposed signature system functions based on Delaunay triangulation of a given signature sample. The false acceptance rate (FAR) and false rejection rate (FRR) rate in the proposed method is relatively reduced. The signature for genuine person is accepted while the forged signature is rejected.
引用
收藏
页码:653 / 663
页数:11
相关论文
共 50 条
  • [31] Offline Signature Verification Using Critical Region Matching
    Bansal, Abhay
    Nemmikanti, Prasad
    Kumar, Pramod
    [J]. 2008 SECOND INTERNATIONAL CONFERENCE ON FUTURE GENERATION COMMUNICATION AND NETWORKING SYMPOSIA, VOLS 1-5, PROCEEDINGS, 2008, : 282 - 287
  • [32] Offline Signature Verification Using Support Vector Machine
    Kruthi, C.
    Shet, Deepika C.
    [J]. 2014 FIFTH INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP 2014), 2014, : 3 - 8
  • [33] Offline Handwritten Signature Verification using Zernike Moments
    Kaur, Harman Preet
    Sharma, Anmol
    [J]. 2015 FIFTH NATIONAL CONFERENCE ON COMPUTER VISION, PATTERN RECOGNITION, IMAGE PROCESSING AND GRAPHICS (NCVPRIPG), 2015,
  • [34] OFFLINE SIGNATURE VERIFICATION USING SUPPORT VECTORE MACHINE
    Robert, S. Nithya
    Thilagavathi, B.
    [J]. 2015 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2015,
  • [35] Offline Signature Verification Using Pixel Matching Technique
    Bhattacharya, Indrajit
    Ghosh, Prabir
    Biswas, Swarup
    [J]. FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE: MODELING TECHNIQUES AND APPLICATIONS (CIMTA) 2013, 2013, 10 : 970 - 977
  • [36] Cubic Bezier Curve Approach for Automated Offline Signature Verification with Intrusion Identification (vol 2014, 928039, 2014)
    Vijayaragavan, Arun
    Shunmuganathan, K. L.
    Visumathi, J.
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [37] A Survey on Offline Handwritten Signature Verification System using Writer Dependent and Independent Approaches
    Kumar, Ashok
    Bhatia, Karamjit
    [J]. 2016 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION, & AUTOMATION (ICACCA) (FALL), 2016, : 280 - 285
  • [38] A combined feature extraction model using SIFT and LBP for offline signature verification system
    Thakare, Bhushan S.
    Deshmukh, Hemant R.
    [J]. 2018 3RD INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2018,
  • [39] FREEMAN CHAIN CODE AS REPRESENTATION IN OFFLINE SIGNATURE VERIFICATION SYSTEM
    Azmi, Aini Najwa
    Nasien, Dewi
    Abu Samah, Azurah
    [J]. JURNAL TEKNOLOGI-SCIENCES & ENGINEERING, 2016, 78 (8-2): : 89 - 94
  • [40] An Intelligent Network for Offline Signature Verification Using Chain Code
    Tomar, Minal
    Singh, Pratibha
    [J]. ADVANCED COMPUTING, PT III, 2011, 133 : 10 - 22