Abstract:

To avoid traffic accidents caused by abnormal driving status, a method of negative emotional state detection method is proposed. LBP ( Local Binary Patterns) and SVM ( Support Vector Machine) are used combining decision tree algorithm for facial expression recognition and analyzing. The experimental results on the datasets show that the proposed method has high accuracy while maintaining the low cost processes.

Key words: negative emotions, computer vision, emotional state detection, support vector machine(SVM)