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Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2011, Issue 2, Pages 50–57 (Mi itvs48)  
DATA PROCESSING

Empirical approach to edge detectors' evaluation

P. P. Koltsov

Scientific Research Institute for System Analysis of the Russian Academy of Sciences, Moscow
Full-text PDF (301 kB)
Abstract: 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.
Document Type: Article
Language: Russian
Citation: P. P. Koltsov, “Empirical approach to edge detectors' evaluation”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2011, no. 2, 50–57
Citation in format AMSBIB
\Bibitem{Kol11}
\by P.~P.~Koltsov
\paper Empirical approach to edge detectors' evaluation
\jour Informatsionnye Tekhnologii i Vychslitel'nye Sistemy
\yr 2011
\issue 2
\pages 50--57
\mathnet{http://mi.mathnet.ru/itvs48}
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