Soccer Player Tracking System
Jiten B. Amin · International Journal for Research in Applied Science and Engineering Technology · 2018
In a game of soccer it is crucial to track multiple players to get some aspects of game.Challenges in tracking multiple players is to deal with rapid illumination changes in the background, occlusion among multiple players and similar look of players from distance.To detect the presence of players, adaptive Gaussian mixture model is used to extract moving foreground (players) and Histogram of oriented gradients learned using linear SVM.Among which GMM give best results.To identify tracking of players distance parameter is used till now, which give good result until the occlusion occurs among multiple players.In Occlusion this method can be failed to track the right player.