Fitting a conic to a given set of points using Trust Region method

Version 1.0.0.0 (3.17 KB) by Hui Ma
Conic fit using algebraic parameters based on Trust Region minimization scheme.
304 Downloads
Updated 6 Jul 2011

View License

A general conic can be uniquely describe by the following equation up to a scale factor: Ax^2+Bxy+Cy^2+Dx+Ey+F=0
Then (A,B,C,D,E,F) is often called algebraic parameter vector of the conic.

Usage: [ParA,RSS,iters,Jg] = TR_conic(XY,ParAini,DeltaIni)

Child functions:
Residuals_ellipse, Residuals_hyperbola, AtoG(can be found from previous submissions) , JmatrixLMA (included in the main function)

Input:
XY:given points<XY(i,1),XY(i,2)> i=1 to n
ParAini = [A,B,C,D,E,F]'- the initial parameter vector
DeltaIni: the initial size of the trust region.(this is optional; if it is missing, TR sets it to 1)

Output:
ParA: vector of algebraic parameters of the conic found
RSS: the Residual Sum of Squares (the sum of squares of the distances)
iters: the number of (main) iterations
Jg: the norm of the first derivative

Cite As

Hui Ma (2024). Fitting a conic to a given set of points using Trust Region method (https://www.mathworks.com/matlabcentral/fileexchange/32109-fitting-a-conic-to-a-given-set-of-points-using-trust-region-method), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2008a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Published Release Notes
1.0.0.0