computer-vision-7
Multi-Person Pose Estimation and Tracking
3260 papers • 126 benchmarks • 313 datasets
Joint multi-person pose estimation and tracking following the PoseTrack benchmark. https://posetrack.net/ ( Image credit: PoseTrack )
(Image credit: Papersgraph)
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PoseTrack2018
PoseTrack2018
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Most implemented papers
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time
Jiefeng Li, Haoshu Fang, Cewu Lu, Hongyang Tang, Chaoshun Xu, Haoyi Zhu, Yuliang Xiu, Yong-Lu Li•Sun Nov 06 2022
This article presents AlphaPose, a system that can perform accurate whole-body pose estimation and tracking jointly while running in realtime, and proposes several new techniques: Symmetric Integral Keypoint Regression (SIKR) for fast and fine localization, Parametric Pose Non-Maximum-Suppression (P-NMS) for eliminating redundant human detections and Pose Aware Identity Embedding for jointly posing and tracking.