| [1] Costeira J, Kanade T. A Multibody Factorization Method for Independently Moving Objects[J]. International Journal of Computer Vision, 1998, 29(3):159-179.[2] Basri R, Jacobs D W. Lambertian Reflectance and Linear Subspaces[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(2):218-233.[3] Rate C, Retrieval C. Columbia Object Image Library (COIL-20)[J]. Computer, 2011.[4] Eriksson B, Balzano L, Nowak R. High-Rank Matrix Completion[C]. In Lawrence N D, Girolami M, editors, Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, volume 22 of Proceedings of Machine Learning Research, pages 373-381, La Palma, Canary Islands, 21-23 Apr 2012. PMLR.[5] Elhamifar E, Vidal R. Sparse Subspace Clustering:Algorithm, Theory, and Applications[J]. IEEE Transactions on Software Engineering, 2013, 35(11):2765-2781.[6] Liu G, Lin Z, Yan S, Sun J, Yu Y, Ma Y. Robust Recovery of Subspace Structures by Low-Rank Representation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, Jan 2013, 35(1):171-184.[7] Kang Z, Peng C, Cheng Q. Robust Subspace Clustering via Smoothed Rank Approximation[J]. IEEE Signal Processing Letters, 2015, 22(11):2088-2092.[8] Wang Y X, Xu H, Leng C. Provable Subspace Clustering:When LRR Meets SSC[J]. Advances in Neural Information Processing Systems, 2014, pages 64-72.[9] Xia Y, Zhang Z. Rank-sparsity Balanced Representation for Subspace Clustering[J]. Machine Vision and Applications, 2018, (1):1-12.[10] Peng X, Zhang L, Yi Z. Scalable Sparse Subspace Clustering[C]. In IEEE Conference on Computer Vision and Pattern Recognition, pages 430-437, 2013.[11] Heckel R, Helmut Bölcskei. Subspace Clustering via Thresholding and Spectral Clustering[C]. In IEEE International Conference on Acoustics, Speech and Signal Processing, pages 3263-3267, 2013.[12] You C, Li C G, Robinson D P, René Vidal. Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering[C]. In Computer Vision and Pattern Recognition, pages 3928-3937, 2016.[13] Jin B, Lorenz D, Schiffler S. Elastic-Net Regularization:Error Estimates and Active Set Methods[J]. Inverse Problems, 2009, 25(11):1595-1610.[14] Luxburg U V. A Tutorial on Spectral Clustering[J]. Statistics and Computing, 2007, 17(4):395-416.[15] Li C G, You C, René Vidal. Structured Sparse Subspace Clustering:A Joint Affinity Learning and Subspace Clustering Framework[J]. IEEE Transactions on Image Processing, 2017, 26(6):2988-3001.[16] Boyd S, Parikh N, Chu E, Peleato B, Eckstein J. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers[J]. Foundations and Trends in Machine Learning, 2011, 3(1):1-122.[17] Lawson C L, Hanson R J. Solving Least Squares Problems[M]. Prentice-Hall, 1974.[18] Alimoglu F, Cemgil T. Combining Multiple Classifiers For Pen-Based Handwritten Digit Recognition[J]. 091999.[19] Cai D, He X, Han J, Huang T S. Graph Regularized Non-Negative Matrix Factorization for Data Representation[J]. IEEE Trans Pattern Anal Mach Intell, 2011, 33(8):1548-1560.[20] Lecun Y, Bottou L, Bengio Y, Haffner P. Gradient-based Learning Applied to Document Recognition[J]. Proceedings of the IEEE, 1998, 86(11):2278-2324.[21] You C, Robinson D P, RenéVidal. Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit[C]. In IEEE Conference on Computer Vision and Pattern Recognition, pages 3918-3927, 2016.[22] Bruna J, Mallat S. Invariant Scattering Convolution Networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(8):1872-1886.[23] Cai D, He X, Han J. Document Clustering Using Locality Preserving Indexing[J]. IEEE Transactions on Knowledge and Data Engineering, December 2005, 17(12):1624-1637.[24] Xia Y, Zhang Z. Scalable Feedback of Spectral Projection for Subspace Learning[J]. IEEE Signal Processing Letters. doi:10.1109/LSP.2018.2886963. |
