Auto tagging of facial images for digital photo albums

With the constantly improving technology, taking images of yourself or with a group of friends and storing the images can be done anywhere by just using personal mobile phones. With such convenience, hundreds or thousands of images can be taken and uploaded to popular social network websites such as...

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Main Author: Lim, Chu Xiang.
Other Authors: Teoh Eam Khwang
Format: Final Year Project
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/10356/52620
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-526202023-07-07T16:06:12Z Auto tagging of facial images for digital photo albums Lim, Chu Xiang. Teoh Eam Khwang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering With the constantly improving technology, taking images of yourself or with a group of friends and storing the images can be done anywhere by just using personal mobile phones. With such convenience, hundreds or thousands of images can be taken and uploaded to popular social network websites such as Facebook and Twitter every day. But, tagging of names to every one in every single image becomes a hassle and requires a long time every time the user uploads images to his/her personal album. Through this project, the student aims to automatically tag the name(s) of any individual in his/her digital photo albums. For this project, it will use three methods or techniques in doing identification of person. The methods are Local Binary Patterns (LBP), Gabor Filter, and Principal Component Analysis (PCA) with LBP. The testing images will be tested for accuracy against two training database, one of which is the cropped database and the other is aligned database. Histograms will be computed and the distances calculated and compared with each other. The shortest distance among all should be the person of interest in each testing image. In this project, the student uses David Beckham as his model for the entire process. Bachelor of Engineering 2013-05-21T04:20:32Z 2013-05-21T04:20:32Z 2013 2013 Final Year Project (FYP) http://hdl.handle.net/10356/52620 en Nanyang Technological University 89 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::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Lim, Chu Xiang.
Auto tagging of facial images for digital photo albums
description With the constantly improving technology, taking images of yourself or with a group of friends and storing the images can be done anywhere by just using personal mobile phones. With such convenience, hundreds or thousands of images can be taken and uploaded to popular social network websites such as Facebook and Twitter every day. But, tagging of names to every one in every single image becomes a hassle and requires a long time every time the user uploads images to his/her personal album. Through this project, the student aims to automatically tag the name(s) of any individual in his/her digital photo albums. For this project, it will use three methods or techniques in doing identification of person. The methods are Local Binary Patterns (LBP), Gabor Filter, and Principal Component Analysis (PCA) with LBP. The testing images will be tested for accuracy against two training database, one of which is the cropped database and the other is aligned database. Histograms will be computed and the distances calculated and compared with each other. The shortest distance among all should be the person of interest in each testing image. In this project, the student uses David Beckham as his model for the entire process.
author2 Teoh Eam Khwang
author_facet Teoh Eam Khwang
Lim, Chu Xiang.
format Final Year Project
author Lim, Chu Xiang.
author_sort Lim, Chu Xiang.
title Auto tagging of facial images for digital photo albums
title_short Auto tagging of facial images for digital photo albums
title_full Auto tagging of facial images for digital photo albums
title_fullStr Auto tagging of facial images for digital photo albums
title_full_unstemmed Auto tagging of facial images for digital photo albums
title_sort auto tagging of facial images for digital photo albums
publishDate 2013
url http://hdl.handle.net/10356/52620
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