• Opto-Electronic Engineering
  • Vol. 42, Issue 9, 1 (2015)
ZHAN Shu1、2、* and XIANG Guifang1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3969/j.issn.1003-501x.2015.09.001 Cite this Article
    ZHAN Shu, XIANG Guifang. 2D/3D Face Recognition Algorithm Based on the Fuzzy Fusion of 2D Nonparametric Marginal Fisher Analysis (2DNMFA) and Singular Value Decomposition(SVD)[J]. Opto-Electronic Engineering, 2015, 42(9): 1 Copy Citation Text show less
    References

    [1] Turk M A, Pentland A P. Face recognition using eigenface [C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Maui, USA, 1991: 586-591.

    [2] Belhumeur P N, Hespanha J P, Kriegman D J. Eigenfaces vs. fisherfaces: Recognition using class specific linear projection [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828), 1997, 19(7): 711-720.

    [3] Bartlett M S, Lades H M, Sejnowski T J.Independent component representations for face recognition [J]. SPIE(S0277-786X), 1998, 2399(3): 528-539.

    [4] Roweis S T, Saul L K. Nonlinear dimensionality reduction by locally linear embedding [J]. Science(S0036-8075), 2000, 290(5500): 2323-2326.

    [5] LIU Hui, YANG Jun′an, WANG Yi. A novel approach to research on feature extraction of acoustictargets based on manifold learning [J]. Acta Physica Sinica, 2011, 60(7): 437-443.

    [6] YAN Shuicheng, XU Dong, ZHANG Benyu, et al. Graph embedding and extensions: a general framework for dimensionality reduction [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828), 2007, 29(1): 40-51.

    [7] Butler S, Chung F. Spectral Graph Theory: Handbook of Linear Algebra, 2nd Edition [K]. CCR Press, 2006: 363.

    [8] WANG Lizhi, HUANG Hong, FENG Hailiang. Hyperspectral Remote Sensing Image Classification Based on SSMFA and kNNs [J]. Acta Electronica Sinica, 2012, 40(4): 780-787.

    [9] Zhong G, Chherawala Y, Cheriet M. An Empirical Evaluation of Supervised Dimensionality Reduction for Recognition [C]// The IEEE International Conference on Document Analysis and Recognition, Washington, D C, 2013: 1315-1319.

    [10] WANG Yong, LU Guifu. Discriminant Analysis Based on Maximum Margin Marginal Fisher [J]. Opto-Electronic Engineering, 2011, 38(2): 102-107.

    [11] WANG Sujing, YAN Shuicheng, YANG Jian, et al. A General Exponential Framework for Dimensionality Reduction [J]. IEEE Transactions on Image Processing(S1057-7149), 2014, 23(2): 920-930.

    [12] WAN Minghua, LAI Zhihui, SHAO Jie, et al. Two-dimensional local graph embedding discriminant analysis (2DLGEDA) with its application to face and palm biometrics [J]. Neurocomputing(S0925-2312), 2009, 73(1): 197-203.

    [13] HONG Ziquan. Algebraic feature extraction of image for recognition [J]. Pattern Recognition(S0031-3203), 1991, 24(3): 211-219.

    [14] Jha AK, Gupta R, Saini D. Face Recognition: A Fourier Transform and SVD Based Approach [C]// The IEEE International Conference on Computational Intelligence and Communication Networks, Mathura, 2013, 2013: 205-209.

    [15] Jha S K, Yadava R D S. Denoising by singular value decomposition and its application to electronic nose data processing [J]. Sensors Journal, IEEE(S1530-437X), 2011, 11(1): 35-44.

    [16] XU Jianmin, WANG Yufeng. SVD-based denoising algorithm for TH-PPM UWB signal in AWGN channel [C]// The IEEE International Conference on Communication Software and Networks, Xi’an, China, 2011: 351-354.

    [18] WANG Yunhong, FAN Wei, TAN Tieniu. Face Recognition Based on Information Fusion [J]. Chiense Journal of Computers, 2005, 28(10): 1657-1663.

    [19] Kurihara T, Ando S. Surface orientation imager using three-phase amplitude-modulated illumination and correlation image sensor [J]. Proc. of SPIE(S0277-786X), 2003, 5013: 95-102.

    [20] Gupta S, Castleman K R, Markey M K, et al. Texas 3D face recognition database [C]// IEEE Southwest Symposium on Image Analysis & Interpretation(SSIAI), 2010: 97-100.

    CLP Journals

    [1] Qiang Zhang, Jianghai Zhao, Yawei Yuan, Shihui Fang. Motion detection and mismatching correction by fusing laser and vision[J]. Opto-Electronic Engineering, 2017, 44(11): 1107

    [2] Zhang Hongying, Yu Zhijing. Initial Displacement Estimation Method for Speckle Image Based on Marker Matching[J]. Acta Optica Sinica, 2017, 37(3): 303001

    [3] SUN Le, HUANG Yuanshen, SHENG Bin, DONG Chengcheng, ZHOU Hongyan, ZHANG Dawei. Design of Exposure System for the Spectral Sensitivity Detection of the Photosensitive Material[J]. Opto-Electronic Engineering, 2016, 43(12): 72

    [4] QI Lili, WANG Gang, WU Guoliang, WANG Lei. Design for the Deployable and Segmented Telescope’s Coarse Co-phase of the Focus Adjustment System[J]. Opto-Electronic Engineering, 2016, 43(7): 52

    ZHAN Shu, XIANG Guifang. 2D/3D Face Recognition Algorithm Based on the Fuzzy Fusion of 2D Nonparametric Marginal Fisher Analysis (2DNMFA) and Singular Value Decomposition(SVD)[J]. Opto-Electronic Engineering, 2015, 42(9): 1
    Download Citation