Distractor-Aware Tracker
We provide a reimplementation of our CVPR'15 paper In Defense of Color-based Model-free Tracking.
In this work, we address color-based online object tracking where neither class-specific prior knowledge nor pre-learned object models are available. Combining a discriminative object-vs-background model with an additional distractor-aware term, we show that tracker based on standard color representations (such as histograms) can achieve state-of-the-art performance on a variety of test sequences.
Citation
If you use this tracker, please cite our paper:
In Defense of Color-based Model-free Tracking
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
BibTeX reference for convenience:
@INPROCEEDINGS{possegger15a,
author = {Horst Possegger and Thomas Mauthner and Horst Bischof},
title = {{In Defense of Color-based Model-free Tracking}},
booktitle = {{Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}},
year = {2015}
}
author = {Horst Possegger and Thomas Mauthner and Horst Bischof},
title = {{In Defense of Color-based Model-free Tracking}},
booktitle = {{Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}},
year = {2015}
}
