Graph regularized GM-pLSA and its applications to video content analysis

As standard probabilistic latent semantic analysis (pLSA) is oriented to discrete quantity only, pLSA with Gaussian mixtures (GM-pLSA) succeeding in transferring it to continuous feature space is proposed, which uses Gaussian mixture model to describe the feature distribution under each latent aspec...

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Bibliographic Details
Published in:Multimedia systems 2014-07, Vol.20 (4), p.429-445
Main Authors: Zhong, Cencen, Miao, Zhenjiang
Format: Article
Language:English
Subjects:
Applied sciences
Computer Communication Networks
Computer Graphics
Computer Science
Cryptology
Data Storage Representation
Exact sciences and technology
Information, signal and communications theory
Operating Systems
Regular Paper
Signal and communications theory
Signal representation. Spectral analysis
Signal, noise
Telecommunications and information theory
Citations: Items that this one cites
Online Access:Get full text
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