|Téma:||Tracking players in low-resolution videos of soccer games.|
|Vedoucí:||Prof. Ing. Jiří Matas Dr.|
|Popis:||Evaluation and adoption of state-of-the-art tracking methods for tracking players in low-resolution videos of soccer games.
A common problem during player tracking is the change of the players appearance because of changing illumination conditions (e.g. shadow) or because parts of the player are temporarily occluded. Under such circumstances classical tracking methods have a higher risk to fail.
However, the player will be redetected after some frames and the question arise, how to maintain the correct identity of the players despite the low resolution and the similar color of players of the same team.
low resolution image
of soccer players
The task is to study and evaluate state-of-the-art tracking methods in this application context. At SCCH there ground-truth data are available which are acquired by means of a high-resolution transponder system.
For more, see
|Pokyny:||The thesis is connected to a particular application developed at SCCS Hagenberg, and the student will be supported by 200 euros per month. A couple of visits (covered by SCCS) to Hagenberg are expected. Spending a couple of weeks in the summer working on the problem (as a paid summer job) in Hagenberg is desirable, but not a must. Hagenberg is close to the border with CR and is reachable by train Prague-Linz