A novel method of extracting facial feature points based on 3D rotation and ASM

作者：Wu, Jie^*; He, Qing; Zhou, Ran; Hu, Chao; Meng, Max Q.-H.

来源：2011 International Conference on Information Technology for Manufacturing Systems, ITMS 2011, Shanghai, 2011-05-07 To 2011-05-08.

DOI：10.4028/www.scientific.net/AMM.58-60.1466

• 3D rotation
• Active shape model
• ASM
• Facial feature points
• Feature point
• Frontal faces
• Human Machine Interface
• Novel methods
• Profile faces

Precise extraction of facial feature points is fundamental to a variety of applications including face processing and human-machine interface. In this paper, a novel method of extracting facial feature points for profile faces is presented. This program is mainly based on a 3D rotation model of head and Active Shape Model (ASM). First we transform a profile face to a corresponding frontal face. Then, we implement the ASM program on the frontal face image. According to the relation between the profile face and frontal face, the final position of feature points on the profile face is obtained. We take limited facial feature points to do experiments and results show this kind of method is pretty effective.

• 出版日期2011
• 单位华南理工大学