Face recognition by statistical regularization and dimensionality reduction

This report presents the concepts of both Principal Component Analysis and Eigenfeature Regularization and Extraction in a face recognition system. Details of the theory and experiments done on the FERET database using these approaches would be manifested in the report. This report also shows the pl...

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Bibliographic Details
Main Author:	Ong, Alan Kuan Hai.
Other Authors:	Jiang Xudong
Format:	Final Year Project
Language:	English
Published:	2013
Subjects:	DRNTU::Engineering
Online Access:	http://hdl.handle.net/10356/53001
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Institution:	Nanyang Technological University
Language:	English

id	sg-ntu-dr.10356-53001
record_format	dspace
spelling	sg-ntu-dr.10356-530012023-07-07T17:09:33Z Face recognition by statistical regularization and dimensionality reduction Ong, Alan Kuan Hai. Jiang Xudong School of Electrical and Electronic Engineering DRNTU::Engineering This report presents the concepts of both Principal Component Analysis and Eigenfeature Regularization and Extraction in a face recognition system. Details of the theory and experiments done on the FERET database using these approaches would be manifested in the report. This report also shows the platform used to carry out the experiments in order to compare the results with the theoretical ones. Bachelor of Engineering 2013-05-29T07:14:51Z 2013-05-29T07:14:51Z 2013 2013 Final Year Project (FYP) http://hdl.handle.net/10356/53001 en Nanyang Technological University 42 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Engineering
spellingShingle	DRNTU::Engineering Ong, Alan Kuan Hai. Face recognition by statistical regularization and dimensionality reduction
description	This report presents the concepts of both Principal Component Analysis and Eigenfeature Regularization and Extraction in a face recognition system. Details of the theory and experiments done on the FERET database using these approaches would be manifested in the report. This report also shows the platform used to carry out the experiments in order to compare the results with the theoretical ones.
author2	Jiang Xudong
author_facet	Jiang Xudong Ong, Alan Kuan Hai.
format	Final Year Project
author	Ong, Alan Kuan Hai.
author_sort	Ong, Alan Kuan Hai.
title	Face recognition by statistical regularization and dimensionality reduction
title_short	Face recognition by statistical regularization and dimensionality reduction
title_full	Face recognition by statistical regularization and dimensionality reduction
title_fullStr	Face recognition by statistical regularization and dimensionality reduction
title_full_unstemmed	Face recognition by statistical regularization and dimensionality reduction
title_sort	face recognition by statistical regularization and dimensionality reduction
publishDate	2013
url	http://hdl.handle.net/10356/53001
_version_	1772825460716077056

Face recognition by statistical regularization and dimensionality reduction

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