Visual Object Tracking Challenge (VOT2013) Evaluation Kit

5 Overview and usage instructions 5 5.1 Terminology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 5.2 Set up the toolkit . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 5.3 Downloading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 5.4 Platform support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 5.5 Directory structure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 5.6 Basic configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 5.7 Perform tracker evaluation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 5.8 View and submit the results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 5.9 Tips and tricks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 5.10 Additional configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7

[1]  Junseok Kwon,et al.  Tracking of a non-rigid object via patch-based dynamic appearance modeling and adaptive Basin Hopping Monte Carlo sampling , 2009, CVPR.

[2]  Ales Leonardis,et al.  Robust Visual Tracking Using an Adaptive Coupled-Layer Visual Model , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[3]  Junseok Kwon,et al.  Visual tracking decomposition , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[4]  Armin B. Cremers,et al.  Adaptive real-time video-tracking for arbitrary objects , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[5]  Horst Bischof,et al.  Hough-based tracking of non-rigid objects , 2011, 2011 International Conference on Computer Vision.

[6]  Ehud Rivlin,et al.  Robust Fragments-based Tracking using the Integral Histogram , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[7]  Ales Leonardis,et al.  An adaptive coupled-layer visual model for robust visual tracking , 2011, 2011 International Conference on Computer Vision.

[8]  Ming-Hsuan Yang,et al.  Incremental Learning for Robust Visual Tracking , 2008, International Journal of Computer Vision.

[9]  Jiri Matas,et al.  Robust scale-adaptive mean-shift for tracking , 2013, Pattern Recognit. Lett..

[10]  Huchuan Lu,et al.  Superpixel tracking , 2011, 2011 International Conference on Computer Vision.