Automated repair of fragmented tracks with 1D CNNs

作者：

Highlights：

• Overlap between athletes in team sports creates fragmented tracks.

• A learned method to fill fragmented tracks.

• Repair fragmented tracks using 1-dimensional convolutional neural networks.

• Track highly complex motion of players in team sports.

摘要

•Overlap between athletes in team sports creates fragmented tracks.•A learned method to fill fragmented tracks.•Repair fragmented tracks using 1-dimensional convolutional neural networks.•Track highly complex motion of players in team sports.

论文关键词：Multiple object tracking,Fragmented track repair,Occlusion handling

论文评审过程：Received 24 April 2020, Revised 1 July 2020, Accepted 9 July 2020, Available online 15 July 2020, Version of Record 27 July 2020.

论文官网地址：https://doi.org/10.1016/j.imavis.2020.103982