Saliency-based discriminant tracking

@article{Mahadevan2009SaliencybasedDT,
  title={Saliency-based discriminant tracking},
  author={Vijay Mahadevan and Nuno Vasconcelos},
  journal={2009 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2009},
  pages={1007-1013}
}
We propose a biologically inspired framework for visual tracking based on discriminant center surround saliency. At each frame, discrimination of the target from the background is posed as a binary classification problem. From a pool of feature descriptors for the target and background, a subset that is most informative for classification between the two is selected using the principle of maximum marginal diversity. Using these features, the location of the target in the next frame is… CONTINUE READING
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