PoseFix: Model-agnostic General Human Pose Refinement Network

CVPR 2019 Gyeongsik MoonJu Yong ChangKyoung Mu Lee

Multi-person pose estimation from a 2D image is an essential technique for human behavior understanding. In this paper, we propose a human pose refinement network that estimates a refined pose from a tuple of an input image and input pose... (read more)

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Evaluation Results from the Paper


 SOTA for Multi-Person Pose Estimation on COCO (Validation AP metric )

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Multi-Person Pose Estimation COCO PoseFix Validation AP 77.3 # 1
Multi-Person Pose Estimation COCO PoseFix Test AP 76.7 # 1
Keypoint Detection COCO PoseFix Validation AP 77.3 # 1
Keypoint Detection COCO PoseFix Test AP 76.7 # 1
Pose Estimation COCO PoseFix(refinement method) Validation AP 77.3 # 1
Pose Estimation COCO PoseFix(refinement method) Test AP 76.7 # 1