AUTOMATIC DETECTION, LABELING AND TRACKING OF TEAM MEMBERS IN A VIDEO

摘要

In some embodiments, an automatic detection, labeling and tracking of team members in a video is presented. In this regard, a method is introduced to receive a frame from a sports video, to identify a playing surface in the frame, to identify player regions on the playing surface, to transform pixels from the player regions into player models, to aggregate the player models from a plurality of frames, and to determine a team model to represent a first team and a second team based on clustering of player models. Other embodiments are also provided.