[1] HU Rongyao,LIU Xingyi,CHENG Debo,et al.Robust low-rank self-representation feature selection algorithm[J].Computer Engineering,2017,43(9):43-50.(in Chinese)胡荣耀,刘星毅,程德波,等.鲁棒自表达的低秩属性选择算法[J].计算机工程,2017,43(9):43-50. [2] ZHANG Lefei,ZHANG Qian,DU Bo,et al.Simultaneous spectral-spatial feature selection and extraction for hyperspectral images[J].IEEE Transactions on Cybernetics,2016,48(1):16-28. [3] ZHANG Yupei,XIANG Ming,YANG Bo.Low-rank preserving embedding[J].Pattern Recognition,2017,70:112-125. [4] WANG Guoqiang,OU Zongying,LIU Dianting.Face recognition based on supervised neighborhood preserving projections[J].Computer Engineering,2008,34(8):4-6.(in Chinese)王国强,欧宗瑛,刘典婷.基于监督保持近邻投影的人脸识别[J].计算机工程,2008,34(8):4-6. [5] BAJORSKI P.Statistical inference in PCA for hyper-spectral images[J].IEEE Journal of Selected Topics in Signal Processing,2011,5(3):438-445. [6] HE Xiaofei,YAN Shuicheng,HU Yuxiao,et al.Face recognition using Laplacianfaces[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2005,27(3):328-340. [7] HE Xiaofei,CAI Deng,YAN Shuicheng,et al.Neighborhood preserving embedding[C]//Proceedings of the 10th IEEE International Conference on Computer Vision.Washington D.C.,USA:IEEE Press,2005:1208-1213. [8] YANG Wenhui,DAI Daoqing.Two-dimensional maximum margin feature extraction for face recognition[J].IEEE Transactions on Systems,Man,and Cybernetics,Part B(Cybernetics),2009,39(4):1002-1012. [9] PAPAIOANNOU A,ZAFEIRIOU S.Principal component analysis with complex kernel:the widely linear model[J].IEEE Transactions on Neural networks and Learning Systems,2013,25(9):1719-1726. [10] ZHENG Wenming,LIN Zhouchen,WANG Haixian.L1-norm kernel discriminant analysis via Bayes error bound optimization for robust feature extraction[J].IEEE Transactions on Neural Networks and Learning Systems,2013,25(4):793-805. [11] WONG W K,LAI Z H,WEN J J,et al.Low-rank embedding for robust image feature extraction[J].IEEE Transactions on Image Processing,2017,26(6):2905-2917. [12] LIU Guangcan,LIN Zhouchen,YAN Shuicheng,et al.Robust recovery of subspace structures by low-rank representation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2012,35(1):171-184. [13] MA Long,WANG Chunheng,XIAO Baihua,et al.Sparse representation for face recognition based on discriminative low-rank dictionary learning[C]//Proceedings of 2012 IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2012:2586-2593. [14] LIU Junmin,CHEN Yijun,ZHANG Jiangshe,et al.Enhancing low-rank subspace clustering by manifold regularization[J].IEEE Transactions on Image Processing,2014,23(9):4022-4030. [15] TANG Kewei,LIU Risheng,SU Zhixun,et al.Structure-constrained low-rank representation[J].IEEE Transactions on Neural Networks and Learning Systems,2014,25(12):2167-2179. [16] XIE Luofeng,YIN Ming,YIN Xiangyun,et al.Low-rank sparse preserving projections for dimensionality reduction[J].IEEE Transactions on Image Processing,2018,27(11):5261-5274. [17] BORWEIN J M,ZHU Q J.A variational approach to Lagrange multipliers[J].Journal of Optimization Theory and Applications,2016,171(3):727-756. [18] LIU Bo,JING Liping,YU Jian,et al.Robust graph learning via constrained elastic-net regularization[J].Neurocomputing,2016,171(C):299-312. [19] TRON R,VIDAL R.A benchmark for the comparison of 3-d motion segmentation algorithms[C]//Proceedings of 2007 IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2007:1-8. [20] MOHAN B C,CHAITANYA T K,TIRUPAL T.Fast and accurate content based image classification and retrieval using Gaussian hermite moments applied to COIL 20 and COIL 100[C]//Proceedings of the 10th International Conference on Computing,Communication and Networking Technologies.Washington D.C.,USA:IEEE Press,2019:1-5. [21] ZOU H,HASTIE T,TIBSHIRANI R.Sparse principal component analysis[J].Journal of Computational and Graphical Statistics,2006,15(2):265-286. [22] LU Yuwu,LAI Zhihui,XU Yong,et al.Low-rank preserving projections[J].IEEE Transactions on Cybernetics,2016,46(8):1900-1913. [23] SIM T,BAKER S,BSAT M.The CMU Pose,Illumination,and Expression(PIE) database[C]//Proceedings of the 5th IEEE International Conference on Automatic Face Gesture Recognition.Washington D.C.,USA:IEEE Press,2002:53-58. |