期刊论文、会议论文

Li, K.

英文

Advances in Intelligent Systems and Computing

2194-5357

2021

1143

461-470

9th International Conference on Computer Engineering and Networks, CENet2019

Proceedings of the 9th International Conference on Computer Engineering and Networks

18 October 2019 through 20 October 2019

Liu Q.Liu X.Li L.Zhao H.-H.Zhou H.

Springer

9789811537523

10.1007/978-981-15-3753-0_45

This work was supported by Application-oriented Special Disciplines Double First-Class University Project of Hunan Province (Xiangjiaotong [2018] 469), Hunan University Students’ Research Learning and Innovative Experiment Project (Hunan Education Tong [2018] 255:750) and National Innovation and Entrepreneurship Training Program for College Students (201810546007).

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In the face recognition system on campus, the influence of time and age change on face features can be neglected. This paper proposes a dimension reduction algorithm based on principal component analysis (PCA) algorithm and local binary patterns (LBP), and it is applied to campus face recognition APP. It is proved that the algorithm can significantly improve the speed and ensure its recognition accuracy in the application of small changes in the face and has certain reference value for practi...