/lbptop-emotion-recognition

Emotion recognition system based on LBP-TOP.

Primary LanguageC++

lbptop emotion recognition

Emotion recognition system based on LBP-TOP.

lbptop

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 Debugger

Demo

1. Real Time Emotion Recognize

Waiting for your try. camera

2. Recognize Static Video

Bill_Gates

3. Recognize Image Sequence

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.