A Metric Learning Approach for Offline Writer Independent Signature Verification

被引:0
|
作者
Muhammad Shehzad Hanif
Muhammad Bilal
机构
[1] Department of Electrical and Computer Engineering,
[2] Center of Excellence in Intelligent Engineering Systems (CEIES),undefined
[3] King Abdulaziz University,undefined
来源
关键词
metric learning; mahalanobis distance; signature verification; local descriptors;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:795 / 804
页数:9
相关论文
共 50 条
  • [31] A model-based approach to offline text-independent Arabic writer identification and verification
    Abdi, Mohamed Nidhal
    Khemakhem, Maher
    [J]. PATTERN RECOGNITION, 2015, 48 (05) : 1890 - 1903
  • [32] Signature warping and greedy approach based offline signature verification
    Natarajan A.
    Babu B.S.
    Gao X.-Z.
    [J]. International Journal of Information Technology, 2021, 13 (4) : 1279 - 1290
  • [33] Text-independent writer identification and verification on offline Arabic handwriting
    Bulacu, Marius
    Schomaker, Lambert
    Brink, Axel
    [J]. ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS, 2007, : 769 - 773
  • [34] A Writer-Dependent Approach to Offline Signature Verification Based on One-Class Support Vector Machine
    Starovoitov, V. V.
    Akhundjanov, U. Yu.
    [J]. PATTERN RECOGNITION AND IMAGE ANALYSIS, 2024, 34 (02) : 340 - 351
  • [35] Optimized Classification Approach For Offline Signature Verification System
    Thakare, Bhushan S.
    Deshmukh, Hemant R.
    [J]. 2018 3RD INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2018,
  • [36] Offline signature Verification: A new rotation invariant approach
    Wen, Jing
    Fang, Bin
    Tang, YuanYan
    Zhang, TaiPing
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007, : 2219 - 2223
  • [37] SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification
    Chattopadhyay, Soumitri
    Manna, Siladittya
    Bhattacharya, Saumik
    Pal, Umapada
    [J]. 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2022, : 1600 - 1606
  • [38] On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification
    Souza, Victor L. F.
    Oliveira, Adriano L. I.
    Cruz, Rafael M. O.
    Sabourin, Robert
    [J]. 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [39] Offline Signature Verification: An Application of GLCM Features in Machine Learning
    Singh P.
    Verma P.
    Singh N.
    [J]. Annals of Data Science, 2022, 9 (06) : 1309 - 1321
  • [40] High discriminant features for writer-independent online signature verification
    Jialin Long
    Chunzhi Xie
    Zhisheng Gao
    [J]. Multimedia Tools and Applications, 2023, 82 : 38447 - 38465