FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image

CVPR 2019 Tsun-Yi Yang Yi-Ting Chen Yen-Yu Lin Yung-Yu Chuang

This paper proposes a method for head pose estimation from a single image. Previous methods often predict head poses through landmark or depth estimation and would require more computation than necessary... (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 FSA-Net (Caps-Fusion) MAE 5.07 # 1
Head Pose Estimation BIWI FSA-Net (Caps-Fusion) MAE 4.00 # 1