Achieving stable subspace clustering by post-processing generic clustering results

We propose an effective subspace selection scheme as a post-processing step to improve results obtained by sparse subspace clustering (SSC). Our method starts by the computation of stable subspaces using a novel random sampling scheme. Thus constructed preliminary subspaces are used to identify the...

Full description

Bibliographic Details
Main Authors: Pham, DucSon, Arandjelovic, O., Venkatesh, S.
Format: Conference Paper
Published: 2016
Online Access:http://hdl.handle.net/20.500.11937/49930