DocumentCode
2538413
Title
Palmprint Identification Using LBP and Different Representations
Author
Zhao, Yang ; Jia, Wei ; Hu, RongXiang ; Gui, Jie
Author_Institution
Intell. Comput. Lab., Hefei Inst. of Intell. Machines, Hefei, China
fYear
2011
fDate
17-18 Nov. 2011
Firstpage
1
Lastpage
5
Abstract
In this paper, a new Local Binary Pattern (LBP) and Local Ternary Pattern (LBP) based palmprint identification method is proposed. In our method, LBP or LTP descriptor is applied to the energy or direction representations of palmprint extracted by the modified finite radon transformation (MFRAT). Experimental results obtained from the Hong Kong Polytechnic University (PolyU) Palmprint Database demonstrate that the proposed method has higher identification rates than other LBP based methods.
Keywords
feature extraction; palmprint recognition; LBP; direction representations; local binary pattern; local ternary pattern; modified finite radon transformation; palmprint identification; Databases; Face; Face recognition; Feature extraction; Histograms; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Hand-Based Biometrics (ICHB), 2011 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4577-0491-8
Electronic_ISBN
978-1-4577-0489-5
Type
conf
DOI
10.1109/ICHB.2011.6094301
Filename
6094301
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