@inproceedings{369dc5fd409841908b5634fef3400d42,
title = "Fusion of global and local information for an on-line signature verification system",
abstract = "In this paper, an on-line signature verification system exploiting local and global information using two-stage fusion is presented. At the first stage, global information is extracted as 13-dimensional vector and recognized by Majority Classifiers, and then local information is extracted as time functions of various dynamic properties and recognized by BP neural network classifier. By fusing global and local information and introducing an enhanced dynamic time warping algorithm and a normalized feature measure, our method obtained an average EER of 4.02\% on public database SVC2004(First Signature Verification Competition 2004) Task2 compared to 6.90\% the first place at SVC2004.",
keywords = "Biometrics, DTW algorithm, Online signature verification, Two stage fusion",
author = "Liu, \{Ning Ning\} and Wang, \{Yun Hong\}",
year = "2008",
doi = "10.1109/ICMLC.2008.4620378",
language = "英语",
isbn = "9781424420964",
series = "Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC",
pages = "57--61",
booktitle = "Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC",
note = "7th International Conference on Machine Learning and Cybernetics, ICMLC ; Conference date: 12-07-2008 Through 15-07-2008",
}