Geodesic
Empirical approach to edge detectors' evaluation
Informacionnye tehnologii i vyčislitelnye sistemy, no. 2 (2011), pp. 50-57

Voir la notice de l'article provenant de la source Math-Net.Ru

The base of the empirical approach to edge detectors' evaluation is the use of the special artificial images test set. A number of such image editor generated images are examined. The results of performance evaluation comparative study for the well-known edge detectors Heitger, Canny, Rothwell, Black, Iverson, Smith are given. These results were gotten on the test images subjected to distortions.
Keywords: edge detector, ground truth, sensitivity, specificity. 
@article{ITVS_2011_2_a4,
     author = {P. P. Koltsov},
     title = {Empirical approach to edge detectors' evaluation},
     journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
     pages = {50--57},
     publisher = {mathdoc},
     number = {2},
     year = {2011},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ITVS_2011_2_a4/}
}
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P. P. Koltsov. Empirical approach to edge detectors' evaluation. Informacionnye tehnologii i vyčislitelnye sistemy, no. 2 (2011), pp. 50-57. http://geodesic.mathdoc.fr/item/ITVS_2011_2_a4/