On-line Signature Verification Using Segment-to-segment Graph Matching | |
Kaiyue Wang; Yunhong Wang; Zhaoxiang Zhang | |
2011-09-18 | |
会议名称 | International Conference on Document Analysis and Recognition |
会议录名称 | ICDAR 2011 |
会议日期 | 18-21 September 2011 |
会议地点 | Beijing, China |
摘要 | This paper proposes a novel approach of on-line signature verification. Firstly, on-line signatures are partitioned into a series of segments, which are then represented by graphs. Four segmentation methods are taken into account. Secondly, graph matching techniques are adopted to compute edit distance between corresponding graphs, which measures the similarity of them. Finally, having been able to compare two signatures, limited genuine signatures are used to train user dependent classifiers for each user. Experiments are conducted to validate the effectiveness of the proposed method and promising results are achieved. |
关键词 | Biometrics On-line Signature Signature Verification Signature Segmentation Graph Matching |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/13280 |
专题 | 智能感知与计算研究中心 |
通讯作者 | Zhaoxiang Zhang |
推荐引用方式 GB/T 7714 | Kaiyue Wang,Yunhong Wang,Zhaoxiang Zhang. On-line Signature Verification Using Segment-to-segment Graph Matching[C],2011. |
条目包含的文件 | 条目无相关文件。 |
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