Local Binary Features Regression

In this project, I implemented the state-of-the-art face alignment algorithm, Local Binary Features Regression. The project is still in progress, I may post more results in the future.


This is a real time face tracking demo. The model used for testing is trained on Helen dataset.



  1. Face Alignment at 3000 FPS via Regressing Local Binary Features. Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun; The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, pp. 1685-1692
  2. Interactive Facial Feature Localization. Vuong Le, Jonathan Brandt, Zhe Lin, Lubomir Boudev, Thomas S. Huang. ECCV 2012

Last updated 12/9/2014