Learning Feature Pyramids for Human Pose Estimation

ICCV 2017 Wei YangShuang LiWanli OuyangHongsheng LiXiaogang Wang

Articulated human pose estimation is a fundamental yet challenging task in computer vision. The difficulty is particularly pronounced in scale variations of human body parts when camera view changes or severe foreshortening happens... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Pose Estimation Leeds Sports Poses Pyramid Residual Modules (PRMs) PCK 93.9% # 1
Pose Estimation MPII Human Pose Pyramid Residual Modules (PRMs) PCKh-0.5 92.0% # 5