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iFit/lorz2d

PURPOSE

signal = lorz2d(p, x, y, {signal}) : 2D Lorenztian function

SYNOPSIS

function signal=lorz2d(varargin)

DESCRIPTION

``` signal = lorz2d(p, x, y, {signal}) : 2D Lorenztian function

iFunc/lorz2d 2D Lorenztian function (fit 2D function/model)
x0=p(2); y0=p(3); sx=p(4); sy=p(5); theta=p(6) [given in deg]
a = cos(theta)^2/2/sx/sx + sin(theta)^2/2/sy/sy;
b =-sin(2*theta)/4/sx/sx + sin(2*theta)/4/sy/sy;
c = sin(theta)^2/2/sx/sx + cos(theta)^2/2/sy/sy;
signal = p(1) ./ (1+ (a*(x-x0).^2+2*b*(x-x0).*(y-y0)+c*(y-y0).^2) ) + p(7);

This expression assumes that the Amplitudes are independent from the Widths.

lorz2d([w1 w2])        creates a model with specified widths
lorz2d([ parameters ]) creates a model with specified model parameters

Reference: http://en.wikipedia.org/wiki/Lorentzian_function

input:  p: lorz2d model parameters (double)
p = [  'Amplitude' 'Centre_X' 'Center_Y'
'HalfWidth_X' 'HalfWidth_Y' 'Angle' 'Background' ]
the rotation angle is given in degrees.
or 'guess'
x: axis along rows    (double)
y: axis along columns (double)
signal: when values are given, a guess of the parameters is performed (double)
output: signal: model value
ex:     signal=lorz2d([1 2 .5 .2 .3 30 .2], -2:.1:2, -3:.1:3); or plot(lorz2d)

Version: Aug. 22, 2017