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Yongfang Cheng

2 accepted papers

2016

Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming

CVPR 2016poster

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 semi-definite optimization problem subject to an additional rank constrain that involves only a very…

Cited by 15PDFScholar
2015

A Convex Optimization Approach to Robust Fundamental Matrix Estimation

CVPR 2015poster

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 constrained polynomial optimization, for which a monotonically convergent sequence of tractable convex rela…

Cited by 23SourcePDFScholar