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IEEE Transactions on Signal Processing, ISSN 1053-587X, 09/2017, Volume 65, Issue 17, pp. 4429 - 4442
Journal Article
Pattern Recognition, ISSN 0031-3203, 11/2016, Volume 59, pp. 142 - 155
Subspace clustering has achieved great success in many computer vision applications. However, most subspace clustering algorithms require well aligned data... 
Subspace clustering | Joint alignment and clustering | Transformation | GRAPH | ROBUST FACE RECOGNITION | ALIGNMENT | VIDEO | SEGMENTATION | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Machine vision | Algorithms
Journal Article
Computer Vision and Image Understanding, ISSN 1077-3142, 09/2015, Volume 138, pp. 25 - 37
Journal Article
SIAM Journal on Scientific Computing, ISSN 1064-8275, 2018, Volume 40, Issue 5, pp. A3067 - A3090
Journal Article
by Sheng Li and Yun Fu
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 11/2016, Volume 27, Issue 11, pp. 2160 - 2173
Journal Article
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2019, Volume 362, pp. 1 - 10
Many real world data, which we deal with today, often have very high dimensions. These high-dimensional data can be seen as collections of data points from a... 
Dimensionality reduction | Subspace clustering | Structured sparse PCA | Dictionary learning | ROBUST | RECOGNITION | ALGORITHM | SPARSE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Analysis | Machine learning
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 01/2018, Volume 66, Issue 2, pp. 449 - 462
Subspace clustering is the process of assigning subspace memberships to a set of unlabeled data points assumed to have been drawn from the union of an unknown... 
Buildings | Signal processing algorithms | Clustering algorithms | Signal processing | Subspace clustering | Data models | Robustness | Sparse matrices | data-dependent sparsity | MOTION | ROBUST | TUTORIAL | SEGMENTATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Research
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 08/2014, Volume 44, Issue 8, pp. 1432 - 1445
Journal Article