Multi-task head pose estimation in-the-wild
We show that the combination of head pose estimation and landmark-based face alignment significantly improve the performance of the former task.
Alignment
Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection
In this paper we investigate the use of a cascade of Neural Net regressors to increase the accuracy of the estimated facial landmarks.
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees
In this paper we present a robust and efficient face alignment algorithm based on a coarse-to-fine cascade of ensembles of regression trees.
Facial Landmarks Detection using a Cascade of Recombinator Networks
In this paper we investigate the use of a cascade of CNN regressors to make the set of estimated landmarks lie closer to a valid face shape.
A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment
In this paper we present a real-time facial landmark regression method based on a coarse-to-fine Ensemble of Regression Trees (ERT).