DocumentCode :
653493
Title :
Research on a New Mathematic Description for Fingerprint Identification
Author :
Zhao Ma ; Shanyu Tang ; Liping Zhang ; Linchen Yu ; Sifa Zhang
Author_Institution :
Sch. of Comput. Sci., China Univ. of Geosci., Wuhan, China
fYear :
2013
fDate :
20-23 Aug. 2013
Firstpage :
2085
Lastpage :
2088
Abstract :
Fingerprint identification is an important technology in the area of network security and identity authentication. This paper studies fingerprint identification by using a new mathematic method of binary function and its partial derivative and directional derivative. The method not only emphasizes on the characteristic of fingerprint, but also concerns about the singularity characteristic of fingerprint images, which increases the accuracy of fingerprint identification. Finally, simulation was performed to test the proposed algorithm with the use of Matlab, thereby the feasibility and rationality of the method were confirmed.
Keywords :
fingerprint identification; mathematical analysis; security; binary function; directional derivative; fingerprint identification; fingerprint images; identity authentication; mathematic description; mathematic method; network security; partial derivative; singularity characteristic; Accuracy; Authentication; Feature extraction; Fingerprint recognition; Image matching; MATLAB; Vectors; Identity authentication; binary function; directional derivative; fingerprint identification; partial derivative;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing
Conference_Location :
Beijing
Type :
conf
DOI :
10.1109/GreenCom-iThings-CPSCom.2013.391
Filename :
6682401
Link To Document :
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