Efficient generic face model fitting to images and videos

作者:

Highlights:

• We robustly fit deformable 3D face models on facial images.

• We estimate the 3D position, 3D orientation, shape and actions of faces.

• We quickly and robustly initialize user-specific face tracking approaches.

• Our approach outperforms others under challenging illumination conditions.

• Our approach runs in real-time in smartphones and tablets.

摘要

•We robustly fit deformable 3D face models on facial images.•We estimate the 3D position, 3D orientation, shape and actions of faces.•We quickly and robustly initialize user-specific face tracking approaches.•Our approach outperforms others under challenging illumination conditions.•Our approach runs in real-time in smartphones and tablets.

论文关键词:Face model fitting,Head pose estimation,Facial feature detection,Face tracking

论文评审过程:Received 22 April 2013, Revised 14 January 2014, Accepted 13 February 2014, Available online 24 February 2014.

论文官网地址:https://doi.org/10.1016/j.imavis.2014.02.006