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Model field particles with positional appearance learning for sports player tracking
(Bilkent University, 2016-06)
Tracking multiple players is crucial to analyzing sports videos in real time. Yet, illumination variations, background clutter, frequent occlusions among players who look similar in low-resolution, and non-linear motion ...
A line based pose representation for human action recognition
(Bilkent University, 2011)
In this thesis, we utilize a line based pose representation to recognize human actions in videos. We represent the pose in each frame by employing a collection of line-pairs, so that limb and joint movements are better ...