Title :
An embedded fingerprint authentication system with reduced hardware resources requirement
Author :
Chen, Ching-Han ; Dai, Jia-Hong
Author_Institution :
Dept. of Electr. Eng., I-Shou Univ., Kaohsiung, Taiwan
Abstract :
In this paper, we present a fast, high accurate, and multiplierless fingerprint authentication method. Firstly, the fingerprint image is captured and performed noise canceling by a binary low-pass filter. Secondly, we estimate the displacement of the fingerprint pattern by means of directional image matching, and then circular profile features of the fingerprint are extracted for verification matching. Finally, the proposed method is implemented in an 8-bits microcontroller run at 25 MHz. The experiment results show that the proposed system possesses excellent recognition performance and efficiency. The advantage of the low complexity architecture is to apply fingerprint recognition in a low cost, resource-constrained embedded environment.
Keywords :
embedded systems; fingerprint identification; image matching; low-pass filters; binary low-pass filter; directional image matching; embedded fingerprint authentication system; fingerprint image recognition; microcontroller; noise cancellation; reduced hardware resources requirement; Authentication; Biometrics; Fingerprint recognition; Hardware; Image matching; Image sensors; Low pass filters; Microcontrollers; Optical sensors; Sensor systems;
Conference_Titel :
Consumer Electronics, 2005. (ISCE 2005). Proceedings of the Ninth International Symposium on
Print_ISBN :
0-7803-8920-4
DOI :
10.1109/ISCE.2005.1502359