DocumentCode
1919409
Title
Wavelet based palmprint authentication system
Author
Masood, Hassan ; Mumtaz, Mustafa ; Butt, M. Asif Afzal ; Mansoor, Atif Bin ; Khan, Shoab A.
Author_Institution
Coll. of Aeronaut. Eng., Nat. Univ. of Sci. & Technol., Rawalpindi
fYear
2008
fDate
23-24 April 2008
Firstpage
1
Lastpage
7
Abstract
Palmprint based personal verification has quickly entered the biometric family due to its ease of acquisition, high user acceptance and reliability. This paper proposes a palm print based identification system using the textural information, employing different wavelet transforms. The transforms employed have been analyzed for their individual as well as combined performances at feature level. The wavelets used for the analysis are Biorthogonal, Symlet and Discrete Meyer. The analysis of these wavelets is carried out on 500 images, acquired through indigenously made image acquisition system. 500 palmprint obtained from 50 users with 10 samples each have been collected over a period of six months and have been evaluated for the performance of the proposed system. The experimental results obtained from the data have demonstrated the feasibility of the proposed system by exhibiting Genuine Acceptance Rate, GAR of 97.12%.
Keywords
fingerprint identification; image retrieval; image texture; reliability; wavelet transforms; biometric family; biorthogonal; discrete meyer; genuine acceptance rate; image acquisition system; palmprint authentication system; personal verification; symlet; textural information; wavelet transforms; Aerospace engineering; Authentication; Biometrics; Discrete wavelet transforms; Educational institutions; Feature extraction; Fingerprint recognition; Lighting; Performance analysis; Wavelet analysis; Euclidean distance; Normalized energy; Palmprint; Texture Analysis; Wavelets;
fLanguage
English
Publisher
ieee
Conference_Titel
Biometrics and Security Technologies, 2008. ISBAST 2008. International Symposium on
Conference_Location
Islamabad
Print_ISBN
978-1-4244-2427-6
Type
conf
DOI
10.1109/ISBAST.2008.4547667
Filename
4547667
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