Emotion-based interface in co-spaces
Nowadays, emotion plays a significant role in human’s daily life and electroencephalogram (EEG) technology enables emotion recognition through brain signals. However based on this technology, there are not many applications to visualize human emotions. In this project, the EEG based emotion recog...
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| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2011
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| Online Access: | http://hdl.handle.net/10356/44922 |
| _version_ | 1811690862141243392 |
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| author | You, Ran. |
| author2 | School of Electrical and Electronic Engineering |
| author_facet | School of Electrical and Electronic Engineering You, Ran. |
| author_sort | You, Ran. |
| collection | NTU |
| description | Nowadays, emotion plays a significant role in human’s daily life and electroencephalogram (EEG) technology enables emotion recognition through brain signals. However based on this technology, there are not many applications to visualize human emotions.
In this project, the EEG based emotion recognition algorithm is revised and a 3D interactive computer game is designed to recognize human emotion in real time and visualize emotions by body movement of a 3D penguin avatar and the changing color of lighting.
In order to achieve that, Autodesk Maya 2011 is used to model and animate the penguin character to create animation clips expressing 6 kinds of basic emotions: sad, frustrated, fear, pleasant, satisfied and happy. Then, the Unreal Development Kit is used to design the level of snow house and play the respective animation clips when certain emotion is detected from the Emotiv headset.
This project adds an implementation of emotion visualization by using the expression of body movement and light color. For further improvement, more idea can be used to express emotions such as texture and moving speed. Moreover, display the opposite expression of the detected emotion can be used for negative emotion therapy. |
| first_indexed | 2024-10-01T06:10:44Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/44922 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:10:44Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | ntu-10356/449222023-07-07T16:52:48Z Emotion-based interface in co-spaces You, Ran. School of Electrical and Electronic Engineering Olga Sourina DRNTU::Engineering::Electrical and electronic engineering Nowadays, emotion plays a significant role in human’s daily life and electroencephalogram (EEG) technology enables emotion recognition through brain signals. However based on this technology, there are not many applications to visualize human emotions. In this project, the EEG based emotion recognition algorithm is revised and a 3D interactive computer game is designed to recognize human emotion in real time and visualize emotions by body movement of a 3D penguin avatar and the changing color of lighting. In order to achieve that, Autodesk Maya 2011 is used to model and animate the penguin character to create animation clips expressing 6 kinds of basic emotions: sad, frustrated, fear, pleasant, satisfied and happy. Then, the Unreal Development Kit is used to design the level of snow house and play the respective animation clips when certain emotion is detected from the Emotiv headset. This project adds an implementation of emotion visualization by using the expression of body movement and light color. For further improvement, more idea can be used to express emotions such as texture and moving speed. Moreover, display the opposite expression of the detected emotion can be used for negative emotion therapy. Bachelor of Engineering 2011-06-07T02:52:32Z 2011-06-07T02:52:32Z 2011 2011 Final Year Project (FYP) http://hdl.handle.net/10356/44922 en Nanyang Technological University 70 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering You, Ran. Emotion-based interface in co-spaces |
| title | Emotion-based interface in co-spaces |
| title_full | Emotion-based interface in co-spaces |
| title_fullStr | Emotion-based interface in co-spaces |
| title_full_unstemmed | Emotion-based interface in co-spaces |
| title_short | Emotion-based interface in co-spaces |
| title_sort | emotion based interface in co spaces |
| topic | DRNTU::Engineering::Electrical and electronic engineering |
| url | http://hdl.handle.net/10356/44922 |
| work_keys_str_mv | AT youran emotionbasedinterfaceincospaces |