Call For Paper Volume:4 Issue:8 Aug'2017 |

Face recognition using Zernike moments and Radon transform

Publication Date : 21/11/2015

Author(s) :

Ali Mohammed Sahan , Kadhim Zghair Oudah , Adel Majed .

Volume/Issue :
Volume 2
Issue 11
(11 - 2015)

Abstract :

Abstract--The global and local features play important and different roles in face recognition system. This paper proposes hybrid face recognition technique including radon transform and Zernike. Radon transform utilized to provide local features, while, Zernike moments utilized to capture global features. In this work the advantages of both Zernike moment and Radon transform are exploited. Extensive experiments are carried out using different standard face database such ORL, JAFEE and UMIST which are contain large variability in facial expression, pose and illumination. The experimental analysis refers that the proposed method outperform both Zernike moment and radon transform under different variations conditions such as pose, facial expression, and image noise.

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Face recognition using Zernike moments and Radon transform

November 18, 2015