On Hausdorff Distance Measures

  title={On Hausdorff Distance Measures},
  author={Michael D. Shapiro and Matthew B. Blaschko},
A number of Hausdorff-based algorithms have been proposed for finding objects in images. We evaluate different measures and argue that the Hausdorff Average distance measure outperforms other variants for model detection. This method has improved robustness properties with respect to noise. We discuss the algorithms with respect to typical classes of noise… CONTINUE READING