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Evaluating Harker and O'Leary's distance approximation for ellipse fitting

Rosin, Paul L. 2007. Evaluating Harker and O'Leary's distance approximation for ellipse fitting. Pattern recognition letters 28 (13) , pp. 1804-1807. 10.1016/j.patrec.2007.05.012

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Harker and O'Leary's [Harker, M., O'Leary, P., 2006. First order geometric distance (the myth of Sampsonus). British Machine Vision Conf., 87-96] recently proposed a new distance measure for conics. This paper compares its accuracy and effectiveness against several other error of fits (EOFs) for ellipses using: (1) visualisations of the distortions with respect to the Euclidean distance; (2) a set of evaluation measures specifically designed for assessing ellipse EOFs [Rosin, P.L., 1996a. Analysing error of fit functions for ellipses. Pattern Recognition Lett. 17, 1461-1470; Rosin, P.L., 1996b. Assessing error of fit functions for ellipses. Graphical Models Image Process. 58, 494-502]; (3) the accuracy of LMedS ellipse fitting using the various EOFs.

Item Type: Article
Date Type: Publication
Status: Published
Schools: Computer Science & Informatics
Subjects: Q Science > QA Mathematics > QA76 Computer software
Uncontrolled Keywords: Distance approximation; Ellipse fitting; Evaluation
Publisher: Elsevier
ISSN: 0167-8655
Last Modified: 13 Mar 2020 15:29

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