Customized orthogonalization via deflation algorithm with applications in face recognition


Grecu (Liță), Lăcrămioara and Pelican, Elena


Abstract

carpathian_2014_30_2_231_238_abstract

The face recognition problem is a topical issue in computer vision. In this paper we propose a customized version of the orthogonalization via deflation algorithm to tackle this problem. We test the new proposed algorithm on two datasets: the well-known ORL dataset and an own face dataset, CTOVF; also, we compare our results (in terms of rate recognition and average quiery time) with the outcome of a standard algorithm in this class (dimension reduction methods using numerical linear algebra tools).

Additional Information

Author(s)

Grecu, Lăcrămioara (Liță), Pelican, Elena