Object Tracking Using Deformable Templates

@article{Zhong2000ObjectTU,
  title={Object Tracking Using Deformable Templates},
  author={Yu Zhong and Anil K. Jain and Marie-Pierre Jolly},
  journal={IEEE Trans. Pattern Anal. Mach. Intell.},
  year={2000},
  volume={22},
  pages={544-549}
}
W e propose a novel method f o r object tracking using prototype-based deformable template models. To track a n object in a n image sequence, we use a criterion which combines two terms: the deviation of the object shape from its shape in the previous frame, and the fidelity of the detected shape to the input image. Shape and gradient information are used t o track the object. W e have also used the consistency between corresponding object regions throughout the sequence t o help in tracking… CONTINUE READING

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