23 citations · 79 across the 20 of their papers we have counts for
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cs.CV2012★ 22 cited
Sparse Subspace Clustering: Algorithm, Theory, and Applications
Ehsan Elhamifar, Rene Vidal
In many real-world problems, we are dealing with collections of high-dimensional data, such as images, videos, text and web documents, DNA microarray data, and more. Often, high-di…
cs.CV2012★ 2 cited
Generalized Principal Component Analysis (GPCA)
Rene Vidal, Yi Ma, Shankar Sastry
This paper presents an algebro-geometric solution to the problem of segmenting an unknown number of subspaces of unknown and varying dimensions from sample data points. We represen…