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IJISTA
2007

Face recognition based on ordinal correlation

9 years 9 months ago
Face recognition based on ordinal correlation
In this paper, we propose a new face recognition system based on the ordinal correlation principle. First, we will explain the ordinal similarity measure for any two images and then propose a systematic approach for face recognition based on this ordinal measure. In addition, we will design an algorithm for selecting a suitable classification threshold via using the information obtained from the training database. Finally, experimentation is conducted on the Yale datasets and the results show that the proposed face recognition approach outperforms the Eigenface and 2DPCA approaches significantly and also the threshold selection algorithm works effectively.
Ronny Tjahyadi, Wanquan Liu, Senjian An, Svetha Ve
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2007
Where IJISTA
Authors Ronny Tjahyadi, Wanquan Liu, Senjian An, Svetha Venkatesh
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