Discriminant analysis on Riemannian manifold of Gaussian distributions for face recognition with image sets

To address the problem of face recognition with image sets, we aim to capture the underlying data distribution in each set and thus facilitate more robust classification. To this end, we represent image set as the Gaussian mixture model (GMM) comprising a number of Gaussian components with prior pro...

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Bibliographic Details
Main Authors: WANG, W., WANG, R., HUANG, Zhiwu, SHAN, S., CHEN, X.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
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Online Access:https://ink.library.smu.edu.sg/sis_research/6392
https://ink.library.smu.edu.sg/context/sis_research/article/7395/viewcontent/Discriminant_Analysis_on_Riemannian_Manifold_of_Gaussian_Distributions.pdf
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Institution: Singapore Management University
Language: English

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