Face Recognition System by Fast and Incremental Learning Method
Woo-sung Kang, Jin Na, Ho Seok Ahn, Jin Choi · 2006 SICE-ICASE International Joint Conference · 2006
This paper introduces the face recognition system architecture based on intelligent macro core for face recognition. And we propose a novel classification method based on support vector domain description (SVDD). It enables the proposed system to be trained rapidly and improve the recognition rate gradually by learning face incrementally. In order to verify the performance of our scheme in real world, experiments are carried out under various illumination condition. The experimental results show that the proposed system can improve the recognition rate gradually by fast and incremental learning method