ASPset: An outdoor sports pose video dataset with 3D keypoint annotations

作者：

Highlights：

• We introduce a new 3D pose dataset called ASPset (Australian Sports Pose Dataset).

• The dataset contains over 100,000 dynamic, sports-related 3D poses.

• The captured video footage is markerless and recorded outdoors.

• We use our data to improve evaluation results on an existing benchmark dataset.

摘要

•We introduce a new 3D pose dataset called ASPset (Australian Sports Pose Dataset).•The dataset contains over 100,000 dynamic, sports-related 3D poses.•The captured video footage is markerless and recorded outdoors.•We use our data to improve evaluation results on an existing benchmark dataset.

论文关键词：Markerless motion capture,Human pose estimation,Triangulation,Camera calibration

论文评审过程：Received 13 April 2021, Accepted 1 May 2021, Available online 6 May 2021, Version of Record 13 May 2021.

论文官网地址：https://doi.org/10.1016/j.imavis.2021.104196