Offline Signature Verification Using Local Binary Pattern and Octave Pattern

被引：0
|
作者：
Ahlawat, Sahil [1 ]
Goel, Anubhav [1 ]
Prasad, Surabhi [1 ]
Singh, Preety [1 ]
机构：
[1] LNM Inst Informat Technol, Dept Comp Sci & Engn, Jaipur, Rajasthan, India
来源：
FIFTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2013) | 2014年 / 9069卷
关键词：
Signature Verification; Forgery; Local Binary Pattern (LBP); Octave Pattern; Center of gravity; False Acceptance Rate (FAR); False Rejection Rate (FRR);
D O I：
10.1117/12.2050813
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Signature verification holds a significant place in today's world as most of the bank transactions, stock trading etc. are validated via signatures. Signatures are considered as one of the most effective biometric identity but unfortunately signature forgery attempts are quite rampant. To prevent this, a robust signature verification mechanism is essential. In this paper, a new method has been proposed which uses Local Binary Pattern and geometrical features. A new geometric property has been devised i.e. Octave Pattern. Performance is analyzed by comparing random, semi-skilled and skilled forgeries with the genuine signature.
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页数：6
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