Face Recognition on 45-degree Pose Using Eigenface

Face Recognition have been the subject of interest for years. Various approaches were applied but most of the successful recognition systems are working with frontal views. The objective of the project is to examine the recognition performance of the chosen existing face recognition algorithm across...

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Main Author: Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia
Format: Final Year Project
Published: Universiti Teknologi Petronas 2009
Subjects:
Online Access:http://utpedia.utp.edu.my/1589/
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spelling my-utp-utpedia.15892017-01-19T15:48:56Z http://utpedia.utp.edu.my/1589/ Face Recognition on 45-degree Pose Using Eigenface Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia TK Electrical engineering. Electronics Nuclear engineering Face Recognition have been the subject of interest for years. Various approaches were applied but most of the successful recognition systems are working with frontal views. The objective of the project is to examine the recognition performance of the chosen existing face recognition algorithm across 45-degree view pose such as how to handle the variability in face appearances due to changes in the viewing direction [1]. Using the eigenface method, the project is aiming to examine the performance of face recognition across 45-degree pose. The performance of chosen algorithm was analyzed in more detail. The algorithm then was tested against the photo database, observing result across 45-degree view pose. The failure and successes of the chosen approaches were analyzed and the results also have been discussed in this report. Universiti Teknologi Petronas 2009 Final Year Project NonPeerReviewed Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia (2009) Face Recognition on 45-degree Pose Using Eigenface. Universiti Teknologi Petronas. (Unpublished)
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia
Face Recognition on 45-degree Pose Using Eigenface
description Face Recognition have been the subject of interest for years. Various approaches were applied but most of the successful recognition systems are working with frontal views. The objective of the project is to examine the recognition performance of the chosen existing face recognition algorithm across 45-degree view pose such as how to handle the variability in face appearances due to changes in the viewing direction [1]. Using the eigenface method, the project is aiming to examine the performance of face recognition across 45-degree pose. The performance of chosen algorithm was analyzed in more detail. The algorithm then was tested against the photo database, observing result across 45-degree view pose. The failure and successes of the chosen approaches were analyzed and the results also have been discussed in this report.
format Final Year Project
author Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia
author_facet Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia
author_sort Raja Nurul Nadia bt Raja Hanafiah, Raja Nurul Nadia
title Face Recognition on 45-degree Pose Using Eigenface
title_short Face Recognition on 45-degree Pose Using Eigenface
title_full Face Recognition on 45-degree Pose Using Eigenface
title_fullStr Face Recognition on 45-degree Pose Using Eigenface
title_full_unstemmed Face Recognition on 45-degree Pose Using Eigenface
title_sort face recognition on 45-degree pose using eigenface
publisher Universiti Teknologi Petronas
publishDate 2009
url http://utpedia.utp.edu.my/1589/
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score 13.222552