IEEE - Institute of Electrical and Electronics Engineers, Inc. - Subspace Clustering with Priors via Sparse Quadratically Constrained Quadratic Programming

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Yongfang Cheng ; Yin Wang ; Mario Sznaier ; Octavia Camps
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 5,204 - 5,212
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.562
Regular:

This paper considers the problem of recovering a subspace arrangement from noisy samples, potentially corrupted with outliers. Our main result shows that this problem can be formulated as a convex... View More

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