Title :
An efficient scheme for dynamic signature verification
Author :
Penagos, Juan D. ; Prabhakaran, Nagarajan ; Wunnava, Subbarao V.
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Int. Univ., Miami, FL, USA
Abstract :
Personal signatures are easily forged because their verification is usually limited to a visual image comparison. This paper presents a dynamic signature verification system. The system analyzes signatures dynamically by considering their shape, time domain characteristics, such as speed and acceleration, and force domain characteristics, i.e. applied pressure. Then it compares these parameters with those of previously obtained master signatures. The results are converted into a percentage match figure to determine whether the signature is qualified as authentic or forgery. Experimental results show 92% authentic signature detection accuracy and 100% forgery signature detection accuracy. This high level of accuracy plus low computation requirements for analysis, make this system a commercially viable solution to the signature identification problem
Keywords :
handwriting recognition; time-domain analysis; acceleration; applied pressure; authentic signature detection accuracy; commercially viable solution; dynamic signature verification; efficient scheme; force domain characteristics; forgery signature detection accuracy; low computation requirements; percentage match figure; personal signatures; shape; speed; time domain characteristics; visual image comparison; Acceleration; Computer science; Credit cards; Forgery; Handwriting recognition; Image analysis; Image converters; Image databases; Shape; Time domain analysis;
Conference_Titel :
Southeastcon '96. Bringing Together Education, Science and Technology., Proceedings of the IEEE
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-3088-9
DOI :
10.1109/SECON.1996.510111