shawnzhang31/lbptop-emotion-recognition

Emotion recognition system based on LBP-TOP. 基于LBP-TOP的情绪自动识别系统.

lbptop emotion recognition

Emotion recognition system based on LBP-TOP. 基于LBP-TOP的情绪自动识别系统.

Feature

• Algorithm

  1. Facial face detection: Adaboost;
  2. Facial expression extraction: LBP-TOP;
  3. 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

1. Open the project EmotionAI.sln with Visual Studio 2015 (or others higher version)
2. Run the Local Window Dbugger

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.