Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim

Face reconstruction has passed through many phases and challenges over the years. Cosmetic face reconstruction or plastic surgery is one type of face reconstruction. It is a process of recreating the face of an individual by reconstructing a new face model. This research is focus on cosmetic face re...

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Main Author:	Rahim, Nur Syahirah
Format:	Thesis
Language:	English
Published:	2017
Subjects:	Multivariate analysis Cluster analysis Longitudinal method Instruments and machines Neural networks (Computer science) Aromatic compounds
Online Access:	https://ir.uitm.edu.my/id/eprint/69211/1/69211.pdf
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id	my-uitm-ir.69211
record_format	uketd_dc
spelling	my-uitm-ir.692112022-10-26T09:11:47Z Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim 2017-01 Rahim, Nur Syahirah Multivariate analysis. Cluster analysis. Longitudinal method Regression analysis. Correlation analysis. Spatial analysis (Statistics) Path analysis. Structural equation modeling Factor analysis. Principal components analysis. Correspondence analysis Instruments and machines Electronic Computers. Computer Science Neural networks (Computer science) Aromatic compounds Face reconstruction has passed through many phases and challenges over the years. Cosmetic face reconstruction or plastic surgery is one type of face reconstruction. It is a process of recreating the face of an individual by reconstructing a new face model. This research is focus on cosmetic face reconstruction to improve or change the physical appearance which is the face of human being. It involves medical and image processing area, such as artistry, forensic science, anatomy, anthropology and osteology. The purpose of cosmetic face reconstruction is to help people in need of reconstructing or remodeling their faces by using a suitable technique. For this project, the reconstruction is based on Morphable model and Principal Component Analysis (PCA) technique. Morphable model is used because the characteristic of Morphable model that is easy to control the complex facial attributes of the image. PCA is feature construction or extraction and data representation technique that is widely used in computer vision, image processing and pattern recognition. PCA can efficiently represent images of human faces and furthermore, the PCA technique can reduce the dimensionality of the large data and bring out strong patterns in a data set while remains most of the variance which is important to the reconstruction of the face model. The result is evaluated by measuring the accuracy of the reconstructed images. 2017-01 Thesis https://ir.uitm.edu.my/id/eprint/69211/ https://ir.uitm.edu.my/id/eprint/69211/1/69211.pdf text en public degree Universiti Teknologi MARA, Terengganu Faculty of Computer and Mathematical Sciences Raju, Rajeswari
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Raju, Rajeswari
topic	Multivariate analysis Cluster analysis Longitudinal method Multivariate analysis Cluster analysis Longitudinal method Multivariate analysis Cluster analysis Longitudinal method Multivariate analysis Cluster analysis Longitudinal method Instruments and machines Multivariate analysis Cluster analysis Longitudinal method Neural networks (Computer science) Aromatic compounds
spellingShingle	Multivariate analysis Cluster analysis Longitudinal method Multivariate analysis Cluster analysis Longitudinal method Multivariate analysis Cluster analysis Longitudinal method Multivariate analysis Cluster analysis Longitudinal method Instruments and machines Multivariate analysis Cluster analysis Longitudinal method Neural networks (Computer science) Aromatic compounds Rahim, Nur Syahirah Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim
description	Face reconstruction has passed through many phases and challenges over the years. Cosmetic face reconstruction or plastic surgery is one type of face reconstruction. It is a process of recreating the face of an individual by reconstructing a new face model. This research is focus on cosmetic face reconstruction to improve or change the physical appearance which is the face of human being. It involves medical and image processing area, such as artistry, forensic science, anatomy, anthropology and osteology. The purpose of cosmetic face reconstruction is to help people in need of reconstructing or remodeling their faces by using a suitable technique. For this project, the reconstruction is based on Morphable model and Principal Component Analysis (PCA) technique. Morphable model is used because the characteristic of Morphable model that is easy to control the complex facial attributes of the image. PCA is feature construction or extraction and data representation technique that is widely used in computer vision, image processing and pattern recognition. PCA can efficiently represent images of human faces and furthermore, the PCA technique can reduce the dimensionality of the large data and bring out strong patterns in a data set while remains most of the variance which is important to the reconstruction of the face model. The result is evaluated by measuring the accuracy of the reconstructed images.
format	Thesis
qualification_level	Bachelor degree
author	Rahim, Nur Syahirah
author_facet	Rahim, Nur Syahirah
author_sort	Rahim, Nur Syahirah
title	Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim
title_short	Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim
title_full	Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim
title_fullStr	Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim
title_full_unstemmed	Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim
title_sort	cosmetic face reconstruction based on morphable model and principal component analysis technique / nur syahirah rahim
granting_institution	Universiti Teknologi MARA, Terengganu
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2017
url	https://ir.uitm.edu.my/id/eprint/69211/1/69211.pdf
_version_	1783735855749267456

Cosmetic face reconstruction based on Morphable model and Principal Component Analysis technique / Nur Syahirah Rahim

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