Main file: Tracking_PLS.m

You can set the initial position of the target object with know parameters or select the target region manually in the first frame.

You can tune the \Sigma parameter for particle filtering to obtain better results.

You can also test the PLST1 method mentioned in our paper which is named "Tracking_PLST1.m".

Reference
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Qing Wang, Feng Chen, Wenli Xu, Ming-Hsuan Yang. Object Tracking via Partial Least Squares Analysis. IEEE Transactions on Image Processing. In press.