2 papers
cs.CV2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data
Maryam Abdolali, Mohammad Rahmati
In this paper, we consider the problem of subspace clustering in presence of contiguous noise, occlusion and disguise. We argue that self-expressive representation of data in curre…
cs.CV2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs
Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati
Sparse subspace clustering (SSC) is one of the current state-of-the-art methods for partitioning data points into the union of subspaces, with strong theoretical guarantees. Howeve…