This is a Matlab implementation of the visual tracking method proposed in [1] The implementation is built upon the code provided by [2][3][4]. The code provided by [5] is used for computing the color name representation.
Instructions: 1.Modify the base_path in "run_tracker.m" with your own setting. 2.Run the "run_tracker.m" script in MATLAB. 3.Choose sequence.
Reference
[1]Xu Fulai, etc, "A Multi-Scale Kernel Correlation Filter Tracker with Feature Integration and Robust Model Updater",CCDC,2017
[2] "Exploiting the circulant structure of tracking-by-detection with kernels." In ECCV, 2012.
[3]Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg and Joost van de Weijer. "Adaptive Color Attributes for Real-Time Visual Tracking". CVPR, 2014.
[4]Yang Li, Jianke Zhu. "A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration" European Conference on Computer Vision, Workshop VOT2014 (ECCVW), 2014
[5]J. van de Weijer, C. Schmid, J. J. Verbeek, and D. Larlus. "Learning color names for real-world applications." TIP, 18(7):1512?524, 2009.