6 citations · 13 across the 6 of their papers we have counts for
Showing 2017 · cs.CVShow all
3 papers · 2 filters
cs.CV2017
Collaborative Low-Rank Subspace Clustering
Stephen Tierney, Yi Guo, Junbin Gao
In this paper we present Collaborative Low-Rank Subspace Clustering. Given multiple observations of a phenomenon we learn a unified representation matrix. This unified matrix incor…
cs.CV2017
Tractable Clustering of Data on the Curve Manifold
Stephen Tierney, Junbin Gao, Yi Guo +1
In machine learning it is common to interpret each data point as a vector in Euclidean space. However the data may actually be functional i.e.\ each data point is a function of som…
cs.CV2017★ 6 cited
Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering
Stephen Tierney, Yi Guo, Junbin Gao
Sparse Subspace Clustering (SSC) has been used extensively for subspace identification tasks due to its theoretical guarantees and relative ease of implementation. However SSC has…