Emotion-Recogntion-using-SVM

• P/S

  • The dataset used in this project are taken from JAFFE databased with 7 types of emotion
  • This programming are modified from https://github.com/gomanajah/Emotion-Estimation-From-Facial-Images (please refer this github for more expression and method)

• What is modified in my work ?

  • The expression is reduce into 5 emotion - Angry, Disgusted, Fear, Happy, Neutral
  • The method used is :
    • LPB as feature extraction:
      • LBP is
    • SVM as classification
      • SVM is

• How to used this program :

  • Set path for the databased in DBPath
  • run the main.m
  • Test the data invidually to predict the expression shows by the image choose

• The output of this program is represent in confusion matrix and testing data

  • Confusian Matrix

• Predict image

  • For predict image: one image will be choose in the folder and the expression is predict
  • The image choose is:

  

  • The image will be predict based on the highest score from the 5 expression.
  • From the image Angry expression show the highest probability

  

• Specification used for this work:

  • Matlab 2018a