% SMOOTHORIENT - applies smoothing to orientation field
%
% Usage: smorient = smoothorient(orient, sigma)
%
% Input:
% orient - Image containing feature normal orientation angles in degrees.
% sigma - Standard deviation of Gaussian to use (try 1)
%
% Returns:
% smorient - Smoothed orientation image.
%
% It seems to be useful to smooth the orientation field returned by phasecong2
% before applying nonmaximal suppression.
%
% See Also: NONMAXSUP, PHASECONG2
% Copyright (c) 2007 Peter Kovesi
% School of Computer Science & Software Engineering
% The University of Western Australia
% pk at csse uwa edu au
% http://www.csse.uwa.edu.au/
%
% Permission is hereby granted, free of charge, to any person obtaining a copy
% of this software and associated documentation files (the "Software"), to deal
% in the Software without restriction, subject to the following conditions:
%
% The above copyright notice and this permission notice shall be included in
% all copies or substantial portions of the Software.
%
% The Software is provided "as is", without warranty of any kind.
function smor = smoothorient(or, sigma)
or = or/180*pi; % Convert orientations to radians
% Smoothing is applied separately to the sine and cosine of the angles to
% avoid wraparound problems.
cosor = cos(or);
sinor = sin(or);
f = fspecial('gaussian', max(1,fix(6*sigma)), sigma);
cosor = filter2(f,cosor);
sinor = filter2(f,sinor);
% Reconstitute angles and convert back to degrees
smor = atan2(sinor, cosor)/pi*180;