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

Mohd Nor, Halizawati (2006) The development of face recognition based on lip using neural network / Halizawati Mohd Nor. Student Project. Faculty of Information Technology and Quantitative Sciences, Shah Alam. (Unpublished)

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Abstract

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.

Item Type: Monograph (Student Project)
Creators:
CreatorsID Num.
Mohd Nor, HalizawatiUNSPECIFIED
Subjects: Q Science > QA Mathematics > Instruments and machines > Electronic computers. Computer science > Neural networks (Computer science)
Q Science > QA Mathematics > Instruments and machines > Electronic computers. Computer science > Neural networks (Computer science)

T Technology > TK Electrical engineering. Electronics. Nuclear engineering > Electronics > Pattern recognition systems
Divisions: Faculty of Information Technology and Quantitative Sciences
Item ID: 1451
Uncontrolled Keywords: Face recognition system, Neural networks, Lip
Last Modified: 20 Feb 2017 09:03
Depositing User: Staf Pendigitalan 1
URI: http://ir.uitm.edu.my/id/eprint/1451

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