Face recognition using PCA

The purpose of this final year research project is to create a computer system to classify and recognize the known and unknown faces by using computer vision and image processing. This project was developed based on Principal Component Analysis (PCA) technique. The programming platform is using C# t...

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Bibliographic Details
Main Author: Luo, Xuan
Other Authors: Chua Chin Seng
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/77690
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Institution: Nanyang Technological University
Language: English
Description
Summary:The purpose of this final year research project is to create a computer system to classify and recognize the known and unknown faces by using computer vision and image processing. This project was developed based on Principal Component Analysis (PCA) technique. The programming platform is using C# to build up a graphic user interface which is the simplest way for the user to make a modification on the program. This report will cover the concept of face detecting and recognition while going into the detail of the project implementation steps and the test result of various factors that cause accuracy loss during face recognition