A new methodology for evaluation of edge detectors

@article{Moreno2009ANM,
  title={A new methodology for evaluation of edge detectors},
  author={Rodrigo Moreno and Domenec Puig and Carme Juli{\`a} and Miguel Angel Garc{\'i}a},
  journal={2009 16th IEEE International Conference on Image Processing (ICIP)},
  year={2009},
  pages={2157-2160}
}
This paper defines a new methodology for evaluating edge detectors through measurements on edginess maps instead of on binary edge maps as previous methodologies do. These measurements avoid possible bias introduced by the application-dependent process of generating binary edge maps from edginess maps. The features of completeness, discriminability, precision and robustness, which a general-purpose edge detector must comply with, are introduced. The R, DS, P and FAR-measurements in addition to… CONTINUE READING
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