Signature verification using rules 3-ext inductive learning system

International Journal of Physical Sciences

Mehmet Sabih Aksoy¹ 

关键词: Inductive learning;    signature verification;    machine learning;    image processing.;   

DOI  :  10.5897/IJPS11.370

学科分类：物理（综合）

来源: Academic Journals

【 摘 要 】

This paper presents an alternative technique for “signature verification”. The technique employs template matching for feature extraction and Rules 3-ext inductive learning algorithm to extract the necessary set of rules and to verify a signature. 15 of 3 × 3 masks were used to represent a signature. Each signature (or pattern) is presented by the frequencies of the masks used. The system was trained using 144 signatures (16 signatures belonging to 9 different persons each). The system has been tested using many unseen signatures and the ability to correctly classify them was found to be 97%.

【 授权许可】

CC BY