Precise ellipse estimation without contour point extraction

Original Paper

DOI: 10.1007/s00138-008-0141-3

Cite this article as:
Ouellet, JN. & Hébert, P. Machine Vision and Applications (2009) 21: 59. doi:10.1007/s00138-008-0141-3


This paper presents a simple linear operator that accurately estimates the parameters of ellipse features. Based on the dual conic model, the operator directly exploits the raw gradient information in the neighborhood of an ellipse’s boundary, thus avoiding the intermediate stage of precisely extracting individual edge points. Moreover, under the dual representation, the dual conic can easily be constrained to a dual ellipse when minimizing the algebraic distance. The new operator is compared to other estimation approaches, including those limited to the center position, in simulation as well as in real situation experiments.


Ellipse targets Conic Dual conic Dual ellipse Geometric fitting Forstner operator 

Copyright information

© Springer-Verlag 2008

Authors and Affiliations

  1. 1.Department of Electrical & Computer EngineeringLaval UniversityQuebecCanada

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