Duda R O, Hart P E, Stork D G. Pattern Classification. 2nd edition. Hoboken, USA: Wiley-Interscience, 2000
[2]
Fisher R A. The Use of Multiple Measurements in Taxonomic Problems. Annals of Eugenics, 1936, 7(2): 179-188
[3]
Turk M, Pentland A. Eigenfaces for Recognition. Journal of Cognitive Neuroscience, 1991, 3(1): 71-86
[4]
Cai D, He X F, Hu Y X, et al. Learning a Spatially Smooth Subspace for Face Recognition // Proc of the IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis. USA, 2007: 1-7
[5]
Wang L W, Zhang Y, Feng J F. On the Euclidean Distance of Images. IEEE Trans on Pattern Analysis and Machine Intelligence, 2005, 27(8): 1334-1339
[6]
Gu S C, Tan Y, He X G. Laplacian Smoothing Transform for Face Recognition. SCIENCE CHINA Information Sciences, 2010, 53(12): 2415-2428
[7]
Zhang Y, Yeung D Y. Worst-Case Linear Discriminant Analysis // Proc of the 24th Annual Conference on Neural Information Processing Systems. Vancouver, Canada, 2010: 2568-2576
[8]
Vapnik V N. The Nature of Statistical Learning Theory. Berlin, Germany: Springer Verlag, 1995: 1-50
[9]
Yan S C, Xu D, Zhang B Y, et al. Graph Embedding and Extension: A General Framework for Dimensionality Reduction. IEEE Trans on Pattern Analysis and Machine Intelligence, 2007, 29(1): 40-51
Ying Y M, Li P. Distance Metric Learning with Eigenvalue Optimization. Jounal of Machine Learning Research, 2012, 13(1): 1-26
[12]
Lewis A S, Overton M L, Burke J V, et al. Eigenvalue Optimization. Acta Numerica, 1996, 5(1): 149-190
[13]
Overtron M L. On Minimizing the Maximum Eigenvalue of a Symmetric Matrix. SIAM Journal on Matrix Analysis and Applications, 1988, 9(2): 256-268
[14]
Frank M, Wolfe P. An Algorithm for Quadratic Programming. Naval Research Logistics, 1956, 3(1/2): 95-110
[15]
Hazan E. Sparse Approximation Solutions to Semidefinite Programs // Eduardo Sany Laber, Claudson Bornstein, Loana Tito Nogueira, et al., eds. LATIN 2008: Theoretical Informatics. Berlin, Germany: Springer, 2008: 306-316
[16]
Nesterov Y. Smooth Minimization of Non-smooth Functions. Mathematical Programming, 2005, 103(1): 127-152
[17]
Zuo W M, Liu L, Wang K Q, et al. Spatially Smooth Subspace Face Recognition Using LOG and DOG Penalties // Proc of the 6th International Symposium on Neural Networks. Wuhan, China, 2009: 439-448
[18]
Friedman J H. Regularized Discriminant Analysis. Journal of the American Statistical Association, 1989, 84(405): 165-175