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...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project |
| Language: | English |
| Published: |
2019
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/77690 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Nanyang Technological University |
| Language: | English |
| id |
sg-ntu-dr.10356-77690 |
|---|---|
| record_format |
dspace |
| spelling |
sg-ntu-dr.10356-776902023-07-07T16:59:44Z Face recognition using PCA Luo, Xuan Chua Chin Seng School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering 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 Bachelor of Engineering (Electrical and Electronic Engineering) 2019-06-04T03:57:39Z 2019-06-04T03:57:39Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/77690 en Nanyang Technological University 44 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 Luo, Xuan Face recognition using PCA |
| description |
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 |
| author2 |
Chua Chin Seng |
| author_facet |
Chua Chin Seng Luo, Xuan |
| format |
Final Year Project |
| author |
Luo, Xuan |
| author_sort |
Luo, Xuan |
| title |
Face recognition using PCA |
| title_short |
Face recognition using PCA |
| title_full |
Face recognition using PCA |
| title_fullStr |
Face recognition using PCA |
| title_full_unstemmed |
Face recognition using PCA |
| title_sort |
face recognition using pca |
| publishDate |
2019 |
| url |
http://hdl.handle.net/10356/77690 |
| _version_ |
1772828130591899648 |