Research Article

Head Pose Estimation with Improved Random Regression Forests

Table 6

The accuracy and MAE achieved by the proposed method when part of the surveillance dataset is used for training and the remaining in the dataset is used for testing.

DatabaseMAEAccuracy
Yaw PitchYaw Pitch

WSRF (Gabor)6.13°5.89°86.35%88.01%
WSRF (LBP)6.57°6.26°85.81%87.65%
WSRF (HOG)5.43°5.21°89.36%89.79%
WSRF (intensity)6.90°6.76°84.29%85.94%