Assignment Problem in Edge Detection Performance Evaluation

  title={Assignment Problem in Edge Detection Performance Evaluation},
  author={Gang Liu and Robert M. Haralick},
We propose to use the combinatorial assignment problem to model the issue of associating ground-truth and declared edge pixels in the objective empirical performance evaluation of edge detectors. The assignment problem is adapted to the maximal assignment problem to incorporate the need for tolerating certain amount of localization error for the detected ground-truth pixels. The solution to this problem yields a maximal one-to-one association between ground-truth and declared edge pixels… CONTINUE READING
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