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FLAIRS
1998

A Formal Framework for the Objective Evaluation of Edge Detectors

13 years 5 months ago
A Formal Framework for the Objective Evaluation of Edge Detectors
Edge detection is one of the most-studied problems in the field of computervision. However,there is no standard method of objectively and accurately evaluating the performance of an edge detector. This work proposes such a framework. The framework is based on using real images, hand-specified ground truth, and a receiver operating characteristic (ROC)curve style analysis of true positive and false positive edgepixels. The method is illustrated by developing a comparison of six edgedetectors.
Sean Dougherty, Kevin W. Bowyer
Added 01 Nov 2010
Updated 01 Nov 2010
Type Conference
Year 1998
Where FLAIRS
Authors Sean Dougherty, Kevin W. Bowyer
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