Integrating feature and graph learning with low-rank representation
暂无分享,去创建一个
Zhao Kang | Chong Peng | Qiang Cheng | Chong Peng | Zhao Kang | Q. Cheng
[1] P. Arabie,et al. Cluster analysis in marketing research , 1994 .
[2] Deng Cai,et al. Unsupervised feature selection for multi-cluster data , 2010, KDD.
[3] Feiping Nie,et al. Trace Ratio Criterion for Feature Selection , 2008, AAAI.
[4] René Vidal,et al. A closed form solution to robust subspace estimation and clustering , 2011, CVPR 2011.
[5] Zhao Kang,et al. Subspace Clustering Using Log-determinant Rank Approximation , 2015, KDD.
[6] René Vidal,et al. Latent Space Sparse Subspace Clustering , 2013, 2013 IEEE International Conference on Computer Vision.
[7] Wei-Chien Chang. On using Principal Components before Separating a Mixture of Two Multivariate Normal Distributions , 1983 .
[8] Fan Chung,et al. Spectral Graph Theory , 1996 .
[9] Michael I. Jordan,et al. On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.
[10] Zhao Kang,et al. Robust Subspace Clustering via Smoothed Rank Approximation , 2015, IEEE Signal Processing Letters.
[11] Sanja Fidler,et al. Combining reconstructive and discriminative subspace methods for robust classification and regression by subsampling , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[12] Dong Xu,et al. Robust Kernel Low-Rank Representation , 2016, IEEE Transactions on Neural Networks and Learning Systems.
[13] Hans-Peter Kriegel,et al. Subspace clustering , 2012, WIREs Data Mining Knowl. Discov..
[14] C. W. Gear,et al. Multibody Grouping from Motion Images , 1998, International Journal of Computer Vision.
[15] René Vidal,et al. A Benchmark for the Comparison of 3-D Motion Segmentation Algorithms , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[16] Feiping Nie,et al. Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization , 2010, NIPS.
[17] Chun Chen,et al. Sparse fixed-rank representation for robust visual analysis , 2015, Signal Process..
[18] Peter Benner,et al. On the ADI method for Sylvester equations , 2009, J. Comput. Appl. Math..
[19] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[20] Jun Yu,et al. Towards robust subspace recovery via sparsity-constrained latent low-rank representation , 2016, J. Vis. Commun. Image Represent..
[21] Shuicheng Yan,et al. Latent Low-Rank Representation for subspace segmentation and feature extraction , 2011, 2011 International Conference on Computer Vision.
[22] Mikhail Belkin,et al. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering , 2001, NIPS.
[23] John Wright,et al. Segmentation of Multivariate Mixed Data via Lossy Data Coding and Compression , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[24] S. Shankar Sastry,et al. Generalized principal component analysis (GPCA) , 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..
[25] Guangliang Chen,et al. Spectral Curvature Clustering (SCC) , 2009, International Journal of Computer Vision.
[26] Yong Yu,et al. Robust Subspace Segmentation by Low-Rank Representation , 2010, ICML.
[27] Thomas S. Huang,et al. Graph Regularized Nonnegative Matrix Factorization for Data Representation. , 2011, IEEE transactions on pattern analysis and machine intelligence.
[28] René Vidal,et al. Structured Sparse Subspace Clustering: A unified optimization framework , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[29] Shuicheng Yan,et al. Robust Subspace Segmentation with Block-Diagonal Prior , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[30] R. Vidal,et al. Sparse Subspace Clustering: Algorithm, Theory, and Applications. , 2013, IEEE transactions on pattern analysis and machine intelligence.
[31] Guillermo Sapiro,et al. Learning Efficient Sparse and Low Rank Models , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[32] Ming Yang,et al. Feature Selection Embedded Subspace Clustering , 2016, IEEE Signal Processing Letters.
[33] René Vidal,et al. Sparse subspace clustering , 2009, CVPR.
[34] René Vidal,et al. Ieee Journal of Selected Topics in Signal Processing, Vol. X, No. X, Month 20xx 1 Latent Space Sparse and Low-rank Subspace Clustering , 2022 .
[35] Zhao Kang,et al. Robust Subspace Clustering via Tighter Rank Approximation , 2015, CIKM.
[36] René Vidal,et al. Kernel sparse subspace clustering , 2014, 2014 IEEE International Conference on Image Processing (ICIP).
[37] David J. Kriegman,et al. Acquiring linear subspaces for face recognition under variable lighting , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[38] Jim Jing-Yan Wang,et al. Feature selection and multi-kernel learning for sparse representation on a manifold , 2014, Neural Networks.
[39] Jitendra Malik,et al. Normalized Cuts and Image Segmentation , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[40] Junbin Gao,et al. Laplacian Regularized Low-Rank Representation and Its Applications , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[41] Chris H. Q. Ding,et al. Robust nonnegative matrix factorization using L21-norm , 2011, CIKM '11.
[42] Xuelong Li,et al. Multi-view Subspace Clustering , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[43] Christopher M. Bishop,et al. Mixtures of Probabilistic Principal Component Analyzers , 1999, Neural Computation.
[44] Marc Pollefeys,et al. A General Framework for Motion Segmentation: Independent, Articulated, Rigid, Non-rigid, Degenerate and Non-degenerate , 2006, ECCV.
[45] Mohamed Nadif,et al. Simultaneous Semi-NMF and PCA for Clustering , 2015, 2015 IEEE International Conference on Data Mining.
[46] Junbin Gao,et al. Kernelized LRR on Grassmann Manifolds for Subspace Clustering , 2016, ArXiv.
[47] Anna Fabijańska. Normalized cuts and watersheds for image segmentation , 2012 .
[48] Yong Yu,et al. Unsupervised Object Segmentation with a Hybrid Graph Model (HGM) , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[49] René Vidal,et al. Low rank subspace clustering (LRSC) , 2014, Pattern Recognit. Lett..
[50] Yong Yu,et al. Robust Recovery of Subspace Structures by Low-Rank Representation , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[51] Emmanuel J. Candès,et al. A Singular Value Thresholding Algorithm for Matrix Completion , 2008, SIAM J. Optim..
[52] René Vidal,et al. Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[53] Xiaogang Wang,et al. A unified framework for subspace face recognition , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.