lbptop-emotion-recognition
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Emotion recognition system based on LBP-TOP.
lbptop emotion recognition
Emotion recognition system based on LBP-TOP.
Feature
-
Algorithm
- Facial face detection: Adaboost;
- Facial expression extraction: LBP-TOP;
- Facial expression classification and recognition: SVM (tool: libsvm 3.22).
-
Database
- CK+ (The Extended Cohn-Kanade AU-Coded Facial Expression Database, CK+).
Directory Structure
| Path | Content |
|---|---|
| EmotionAI\EmotionAI.sln | Visual Studio Project Solution |
| EmotionAI\EmotionAI\TrainModel | Train Model |
| EmotionAI\EmotionAI\TestFile | test files |
| EmotionAI\EmotionAI\EmotionImage | output |
Usage
- Open the project EmotionAI.sln with Visual Studio 2015 (or others higher version)
- Run the Local Window Debugger
Demo
1. Real Time Emotion Recognize
Waiting for your try. 
2. Recognize Static Video
3. Recognize Image Sequence
Changelog
-
May 25, 2021 adjust demo
-
Jun 13, 2018 first release
Contact
Email: zscandyz(you know)gmail(dot)com
Other
Thanks for @Anuvab.
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