The development of face recognition based on lip using neural network / Halizawati Mohd Nor

Nowadays a lot of applications have been developed especially in face recognition system. Face recognition became an interesting application in surveillance, identification system and security system. This project is focusing on the development of face recognition based on lip using Neural Networ...

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Bibliographic Details
Main Author:	Mohd Nor, Halizawati
Format:	Student Project
Language:	English
Published:	Faculty of Information Technology and Quantitative Sciences 2006
Subjects:	Neural networks (Computer science) Pattern recognition systems
Online Access:	http://ir.uitm.edu.my/id/eprint/1451/ http://ir.uitm.edu.my/id/eprint/1451/1/PPb_HALIZAWATI%20MOHD.%20NOR%20CS%2006_5%201.pdf

id	uitm-1451
recordtype	eprints
spelling	uitm-14512017-02-20T09:03:26Z http://ir.uitm.edu.my/id/eprint/1451/ The development of face recognition based on lip using neural network / Halizawati Mohd Nor Mohd Nor, Halizawati Neural networks (Computer science) Pattern recognition systems Nowadays a lot of applications have been developed especially in face recognition system. Face recognition became an interesting application in surveillance, identification system and security system. This project is focusing on the development of face recognition based on lip using Neural Network Technique. The objective is to identify the persons' ID based on individual lip from different expression of facial image. This project is divided into two phases. The first phase is image pre-processing using MATLAB. The pre-processing is conducted by applying all fimctions in MATLAB image processing Toolbox. Tthis project used 'imadjust' and 'histeq' functions for Grayscale Enhancement, 'imfilter' for Linear Filtering and 'im2bw' for Image Segmentation. The second phase is NN application design and development. Training and testing has been conducted to measuring the performance of learning by manipulating the parameters to achieve a better performance. It demonstrates that 60 percent of accuracy which person's lip can be recognized in the form of normal and smile expressions. Faculty of Information Technology and Quantitative Sciences 2006 Student Project NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/1451/1/PPb_HALIZAWATI%20MOHD.%20NOR%20CS%2006_5%201.pdf Mohd Nor, Halizawati (2006) The development of face recognition based on lip using neural network / Halizawati Mohd Nor. [Student Project] (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
topic	Neural networks (Computer science) Pattern recognition systems
spellingShingle	Neural networks (Computer science) Pattern recognition systems Mohd Nor, Halizawati The development of face recognition based on lip using neural network / Halizawati Mohd Nor
description	Nowadays a lot of applications have been developed especially in face recognition system. Face recognition became an interesting application in surveillance, identification system and security system. This project is focusing on the development of face recognition based on lip using Neural Network Technique. The objective is to identify the persons' ID based on individual lip from different expression of facial image. This project is divided into two phases. The first phase is image pre-processing using MATLAB. The pre-processing is conducted by applying all fimctions in MATLAB image processing Toolbox. Tthis project used 'imadjust' and 'histeq' functions for Grayscale Enhancement, 'imfilter' for Linear Filtering and 'im2bw' for Image Segmentation. The second phase is NN application design and development. Training and testing has been conducted to measuring the performance of learning by manipulating the parameters to achieve a better performance. It demonstrates that 60 percent of accuracy which person's lip can be recognized in the form of normal and smile expressions.
format	Student Project
author	Mohd Nor, Halizawati
author_facet	Mohd Nor, Halizawati
author_sort	Mohd Nor, Halizawati
title	The development of face recognition based on lip using neural network / Halizawati Mohd Nor
title_short	The development of face recognition based on lip using neural network / Halizawati Mohd Nor
title_full	The development of face recognition based on lip using neural network / Halizawati Mohd Nor
title_fullStr	The development of face recognition based on lip using neural network / Halizawati Mohd Nor
title_full_unstemmed	The development of face recognition based on lip using neural network / Halizawati Mohd Nor
title_sort	development of face recognition based on lip using neural network / halizawati mohd nor
publisher	Faculty of Information Technology and Quantitative Sciences
publishDate	2006
url	http://ir.uitm.edu.my/id/eprint/1451/ http://ir.uitm.edu.my/id/eprint/1451/1/PPb_HALIZAWATI%20MOHD.%20NOR%20CS%2006_5%201.pdf
first_indexed	2023-09-18T22:45:51Z
last_indexed	2023-09-18T22:45:51Z
_version_	1777417219199729664

The development of face recognition based on lip using neural network / Halizawati Mohd Nor

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