A GPU Accelerated Tensor Spectral Method for Subspace Clustering

A GPU Accelerated Tensor Spectral Method for Subspace Clustering

In this thesis we consider the problem of clustering the data lying in a union of subspaces using spectral methods. Though the data generated may have high dimensionality, in many of the applications, such as motion segmentation and illumination invariant face clustering, the data resides in a union...

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Bibliographic Details
Main Author: Pai, Nithish
Other Authors: Dukkipati, Ambedkar
Language:en_US
Published: 2017
Subjects:
Subspace Clustering
Tensors Spectral Method
Hypergraphs and Tensors
Uniform Hypergraph Partitioning Algorithm
Tensor Factorization
Spectral Clustering based Algorithms
GPU Accelerated Algorithm
GPU Computing
Computer Science
Online Access:http://etd.iisc.ernet.in/handle/2005/2837
http://etd.ncsi.iisc.ernet.in/abstracts/3688/G27278-Abs.pdf

Internet

http://etd.iisc.ernet.in/handle/2005/2837
http://etd.ncsi.iisc.ernet.in/abstracts/3688/G27278-Abs.pdf

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