Attribute-based Feature Extraction Method Theory and its Application to Face Recognition
Feng Jia-li · Computer Knowledge and Technology · 2010
Propose a face recognition method based on attribute theory,Is mainly used in the context of complex multi-Pose Face Detection recognition effect..First introduced the cornerstone of the theory of property-qualitative mapping theory,Discussed the qualitative mapping,classical set theory and the relationship between the characteristic function,Followed by a discussion of the model based on qualitative mapping generation and recognition model,After a human face and facial feature points to locate,you can use the qualitative properties of computational grid reference grid on the face of all feature points for modeling.Study found that face recognition algorithm based on attribute theory,recognition rate is higher.In a complex background of multi-profile face detection(such as the side face,obscured face) still achieved good results.