Laser & Optoelectronics Progress, Volume. 55, Issue 3, 031010(2018)

Face Recognition Based on Adaptive Neighborhood Locality Preserving Projection Algorithm

Bo Zhou, Yuqing He*, and Jian Wang
Author Affiliations
  • School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China
  • show less
    References(23)

    [1] Xia J, Pei D, Wang Q Z et al. Face recognition based on local adaptive ternary derivative pattern coupled with Gabor feature[J]. Laser & Optoelectronics Progress, 53, 111004(2016).

    [7] Gao W J, Bai W R, Gong W J et al. Orthogonal local sensitive discriminant analysis algorithm based on adaptive neighborhood choosing[J]. Computer Engineering and Design, 33, 1968-1972(2012).

    [8] Tipping M E, Bishop C M. Probabilistic principal component analysis[J]. Journal of the Royal Statistical Society, 61, 611-622(1999).

    [9] Xu Y, Wei Z Y. An improved traffic sign image recognition algorithm[J]. Laser & Optoelectronics Progress, 54, 021001(2017).

    [11] He X, Niyogi P. Locality preserving projections (LPP). [C]//Proceedings of the 16th International Conference on Neural Information Processing Systems, 16, 186-197(2003).

    [12] He X F, Yan S C, Hu Y X et al. Face recognition using Laplacianfaces[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 27, 328-40(2005).

    [13] Zhang X, Yi H J, Hou Y Q et al. Fast reconstruction in fluorescence molecular tomography based on locality preserving projections[J]. Acta Optica Sinica, 36, 0717001(2016).

    [15] He J R, Ding L X, Jiang L et al. A flexible and efficient algorithm for regularized Marginal Fisher analysis. [C]//International Joint Conference on Neural Networks, 4198-4205(2014).

    [17] Li Q Q, Yang H X, Feng J P et al. Face recognition algorithm based on 2DPCA+2DLDA and improved LPP[J]. Computer Engineering and Applications, 51, 199-204(2015).

    [19] Pang Y W, Zhou B, Nie F P[2017-12-21]. Simultaneously learning neighborship and projection matrix for supervised dimensionality reduction [2017-12-21].https://arxiv., org/abs/1709, 02896.

    [21] Yang F F, Wu X S, Gu B Z. A face recognition algorithm based on low-rank subspace projection and Gabor feature via sparse representation[J]. Computer Engineering & Science, 39, 131-137(2017).

    [23] Yu Z J, Wang S B. Improved PCA-SIFT algorithm for matching stereo system[J]. Laser & Optoelectronics Progress, 53, 031501(2016).

    Tools

    Get Citation

    Copy Citation Text

    Bo Zhou, Yuqing He, Jian Wang. Face Recognition Based on Adaptive Neighborhood Locality Preserving Projection Algorithm[J]. Laser & Optoelectronics Progress, 2018, 55(3): 031010

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image processing

    Received: Sep. 13, 2017

    Accepted: --

    Published Online: Sep. 10, 2018

    The Author Email: Yuqing He (heyuqing@tju.edu.cn)

    DOI:10.3788/LOP55.031010

    Topics