Title :
A novel image rotating algorithm tailored for embedded AFIS
Author :
Wang Zuo-dong ; Wei Shao-jun
Author_Institution :
Inst. of Microelectron., Tsinghua Univ., Beijing, China
Abstract :
In recent years, the importance of information security in wide spread embedded applications increases a lot, promoting the study on fingerprint recognition, which is an effective biometric technique used in personal identification. In this paper, we study the effect of fingerprint image rotation on the correct recognition rate of automatic fingerprint identification system (AFIS), proving it a necessary consideration. In addition, a novel image-rotating algorithm is presented, which is efficient and compact, suitable for ASIC implementation. Based on this algorithm, we improve an existing AFIS, which originally can´t be applied in practice due to the unacceptable high misidentification rate. Experiment results show that the average recognition rate can be improved by 46.64% under the same condition, while the overhead is negligible.
Keywords :
fingerprint identification; image matching; ASIC implementation; automatic fingerprint identification system; biometric technique; embedded AFIS; fingerprint image rotation; image rotating algorithm; information security; personal identification; recognition rate;
Conference_Titel :
ASIC, 2003. Proceedings. 5th International Conference on
Print_ISBN :
0-7803-7889-X
DOI :
10.1109/ICASIC.2003.1277461