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