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
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;
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
DOI :
10.1109/ICHB.2011.6094301