34 citations · 77 across the 16 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
math.NA2015★ 1 cited
Fast Optimization Algorithm on Riemannian Manifolds and Its Application in Low-Rank Representation
Haoran Chen, Yanfeng Sun, Junbin Gao +1
The paper addresses the problem of optimizing a class of composite functions on Riemannian manifolds and a new first order optimization algorithm (FOA) with a fast convergence rate…
cs.CV2015★ 10 cited
Low Rank Representation on Grassmann Manifolds: An Extrinsic Perspective
Boyue Wang, Yongli Hu, Junbin Gao +2
Many computer vision algorithms employ subspace models to represent data. The Low-rank representation (LRR) has been successfully applied in subspace clustering for which data are…
cs.CV2015★ 6 cited
Kernelized Low Rank Representation on Grassmann Manifolds
Boyue Wang, Yongli Hu, Junbin Gao +2
Low rank representation (LRR) has recently attracted great interest due to its pleasing efficacy in exploring low-dimensional subspace structures embedded in data. One of its succe…