Differential EMD Tracking

@article{Zhao2007DifferentialET,
  title={Differential EMD Tracking},
  author={Qi Zhao and Shane Brennan and Hai Tao},
  journal={2007 IEEE 11th International Conference on Computer Vision},
  year={2007},
  pages={1-8}
}
Illumination changes cause object appearance to change drastically and many existing tracking algorithms lack the capability to handle this problem. The Earth mover's distance (EMD) is a similarity measure that is more robust against illumination changes. However, EMD is computationally expensive and we therefore propose the differential EMD (DEMD) algorithm which computes the derivative of the EMD with respect to the object location so that the EMD does not need to be computed for every… CONTINUE READING
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