410 citations · 713 across the 33 of their papers we have counts for
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cs.IT2015
Multilinear Subspace Clustering
Eric Kernfeld, Nathan Majumder, Shuchin Aeron +1
In this paper we present a new model and an algorithm for unsupervised clustering of 2-D data such as images. We assume that the data comes from a union of multilinear subspaces (U…
cs.CV2015★ 1 cited
A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction
Sara Soltani, Misha E. Kilmer, Per Christian Hansen
We consider tomographic reconstruction using priors in the form of a dictionary learned from training images. The reconstruction has two stages: first we construct a tensor diction…