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function fit_params=fit_image(f,init_params,X,Y,img, pLowBound, pUpperBound, options)
%options = optimset('lsqnonlin');
%options.Display = 'iter';
%options.TolFun = tolerance;
fit_params = lsqnonlin( ...
@(p) Gaussian2D(p,X,Y) - img, ...
init_params,pLowBound,pUpperBound,options ...
);
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