Cascaded Pyramid Network for Multi-Person Pose Estimation

CVPR 2018 Yilun ChenZhicheng WangYuxiang PengZhiqiang ZhangGang YuJian Sun

The topic of multi-person pose estimation has been largely improved recently, especially with the development of convolutional neural network. However, there still exist a lot of challenging cases, such as occluded keypoints, invisible keypoints and complex background, which cannot be well addressed... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Multi-Person Pose Estimation COCO CPN+ AP 0.730 # 3
Keypoint Detection COCO CPN+ Test AP 73.0 # 5