Real-time facial expression recognition based on pixel-pattern-based texture feature
Huchuan Lu, Yuhao Huang, Yonglin Chen, Deli Yang · Electronics Letters · 2007
Proposed is a pixel-pattern-based texture feature (PPBTF) for real-time facial expression recognition. Grey-scale images are transformed into pattern maps where edges and lines are used for characterising facial texture. Based on the pattern map, a feature vector is constructed. Adaboost and a support vector machine (SVM) are adopted. Experiments on the Cohn-Kanade database illustrate that the PPBTF is effective and efficient for facial expression recognition.