A multi-resolution technique for comparing images using the Hausdorff distance

@inproceedings{Huttenlocher1993AMT,
  title={A multi-resolution technique for comparing images using the Hausdorff distance},
  author={Daniel P. Huttenlocher and William Rucklidge},
  booktitle={CVPR},
  year={1993}
}
The Hausdorff distance measures the extent to which each point of a “model” set lies near some point of an “image” set and vice versa. We have developed an eficient method of computing this distance, based on a multi-resolution tessellation of the space of possible transformations of the model set. One of the key ideas is that entire cells in this tessellation can be ruled out quickly, without actually computing the Hausdorff distance for many of them. We focus on the case in which the model is… CONTINUE READING
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A multiresolution technique for comparing images using the Hausdorff distance

  • Huttenlocher, W. J. Rucklidge
  • Technical Report 1321,
  • 1992

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