TY - GEN
T1 - Theoretical investigation on post-processed LDA for face and palmprint recognition
AU - Hao, Jianye
AU - Zuo, Wangmeng
AU - Wang, Kuanquan
PY - 2007
Y1 - 2007
N2 - Recently, a class of post-processing approaches has been proposed to improve the recognition performance of LDA in face recognition. In-depth analysis, however, has not been presented to reveal the effectiveness of the post-processing approach. In this paper, we investigate the rationale of the post-processing approach, and demonstrate the interrelationship of the post-processing approach and the image Euclidean distance method (IMED). We then use the FERET face and the PolyU palmprint databases to evaluate the post-processed LDA method. Experimental results indicate the effectiveness of the post-processing approach and reveal its relation to IMED.
AB - Recently, a class of post-processing approaches has been proposed to improve the recognition performance of LDA in face recognition. In-depth analysis, however, has not been presented to reveal the effectiveness of the post-processing approach. In this paper, we investigate the rationale of the post-processing approach, and demonstrate the interrelationship of the post-processing approach and the image Euclidean distance method (IMED). We then use the FERET face and the PolyU palmprint databases to evaluate the post-processed LDA method. Experimental results indicate the effectiveness of the post-processing approach and reveal its relation to IMED.
UR - https://www.scopus.com/pages/publications/48349116528
U2 - 10.1109/CIS.2007.228
DO - 10.1109/CIS.2007.228
M3 - 会议稿件
AN - SCOPUS:48349116528
SN - 0769530729
SN - 9780769530727
T3 - Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007
SP - 301
EP - 305
BT - Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007
T2 - 2007 International Conference on Computational Intelligence and Security, CIS'07
Y2 - 15 December 2007 through 19 December 2007
ER -