Identifying different facial expressions from Kinect
This project aims to differentiate human emotions by analyzing their facial expressions. In this project, subjects will be invited to take part in an experiment where their facial expressions will be captured while watching various types of movies. These movies aim to evoke different responses from...
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| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2015
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| Online Access: | http://hdl.handle.net/10356/64632 |
| _version_ | 1826109998521909248 |
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| author | Zhang, Liquan |
| author2 | Justin Dauwels |
| author_facet | Justin Dauwels Zhang, Liquan |
| author_sort | Zhang, Liquan |
| collection | NTU |
| description | This project aims to differentiate human emotions by analyzing their facial expressions. In this project, subjects will be invited to take part in an experiment where their facial expressions will be captured while watching various types of movies. These movies aim to evoke different responses from the participants. Their facial expressions will be recorded by Kinect camera. Next, features will be extracted from the recorded videos and classified via machine learning algorithms. After learning the classifier, the author will identify different types of videos by distinguishing the facial expressions in them. |
| first_indexed | 2024-10-01T02:27:16Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/64632 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T02:27:16Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | ntu-10356/646322023-07-07T16:56:13Z Identifying different facial expressions from Kinect Zhang, Liquan Justin Dauwels School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This project aims to differentiate human emotions by analyzing their facial expressions. In this project, subjects will be invited to take part in an experiment where their facial expressions will be captured while watching various types of movies. These movies aim to evoke different responses from the participants. Their facial expressions will be recorded by Kinect camera. Next, features will be extracted from the recorded videos and classified via machine learning algorithms. After learning the classifier, the author will identify different types of videos by distinguishing the facial expressions in them. Bachelor of Engineering 2015-05-29T02:14:46Z 2015-05-29T02:14:46Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/64632 en Nanyang Technological University 44 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Zhang, Liquan Identifying different facial expressions from Kinect |
| title | Identifying different facial expressions from Kinect |
| title_full | Identifying different facial expressions from Kinect |
| title_fullStr | Identifying different facial expressions from Kinect |
| title_full_unstemmed | Identifying different facial expressions from Kinect |
| title_short | Identifying different facial expressions from Kinect |
| title_sort | identifying different facial expressions from kinect |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems |
| url | http://hdl.handle.net/10356/64632 |
| work_keys_str_mv | AT zhangliquan identifyingdifferentfacialexpressionsfromkinect |