Emotion recognition system based on LBP-TOP.
-
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+).
Path | Content |
---|---|
EmotionAI\EmotionAI.sln | Visual Studio Project Solution |
EmotionAI\EmotionAI\TrainModel | Train Model |
EmotionAI\EmotionAI\TestFile | test files |
EmotionAI\EmotionAI\EmotionImage | output |
- Open the project EmotionAI.sln with Visual Studio 2015 (or others higher version)
- Run the Local Window Debugger
-
May 25, 2021 adjust demo
-
Jun 13, 2018 first release
Email: zscandyz(you know)gmail(dot)com
Thanks for @Anuvab.