Fine-Grained Head Pose Estimation Without Keypoints

2 Oct 2017Nataniel RuizEunji ChongJames M. Rehg

Estimating the head pose of a person is a crucial problem that has a large amount of applications such as aiding in gaze estimation, modeling attention, fitting 3D models to video and performing face alignment. Traditionally head pose is computed by estimating some keypoints from the target face and solving the 2D to 3D correspondence problem with a mean human head model... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Head Pose Estimation AFLW2000 Multi-Loss ResNet50 MAE 6.155 # 2
Head Pose Estimation BIWI Multi-Loss ResNet50 MAE 4.895 # 2