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dot-tracking-package/mapparticles_v3.m
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function [mapint,locxy,num_p,mapsize]=mapparticles_v3(im,p_matrix,num_p,p_area) | |
% | |
%[mapint,locxy,num_p,mapsize]=mapparticles_v3(im,p_matrix,num_p,p_area) | |
% | |
% This function segments individual sections of an image using the original | |
% image as well as a pre-constructed label matrix. The function also | |
% employs a spatial filter (p_area) which allows the user to only return | |
% sections above a user-defined "size" | |
% | |
%INPUTS | |
% im (2D array,uint8) - original image in intensity units | |
% p_matrix (2D array) - matrix of particle identification and extent | |
% num_p (num) - number of identified particles in p_matrix | |
% p_area (num) - minimum area in pixels to identify a particle | |
% | |
%OUTPUTS | |
% mapint - (2D cell array) individual particle intensity profiles | |
% locxy - (2 column array) ROW/COL? location associated with the upper | |
% left pixel of the particle's rectangular projection | |
% mapsize - (2 column array) defines the size (row col) of the each | |
% array in 'mapint' | |
% num_p - number of identified particles | |
% | |
%N.Cardwell - 8.13.2009 (v3) - totally revamped the entire particle mapping | |
% code; updated to utilize more built-in functions | |
% This file is part of prana, an open-source GUI-driven program for | |
% calculating velocity fields using PIV or PTV. | |
% Copyright (C) 2012 Virginia Polytechnic Institute and State | |
% University | |
% | |
% prana is free software: you can redistribute it and/or modify | |
% it under the terms of the GNU General Public License as published by | |
% the Free Software Foundation, either version 3 of the License, or | |
% (at your option) any later version. | |
% | |
% This program is distributed in the hope that it will be useful, | |
% but WITHOUT ANY WARRANTY; without even the implied warranty of | |
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | |
% GNU General Public License for more details. | |
% | |
% You should have received a copy of the GNU General Public License | |
% along with this program. If not, see <http://www.gnu.org/licenses/>. | |
%convert all inputs to single precision | |
im=single(im); p_matrix=single(p_matrix); | |
num_p=single(num_p); p_area=single(p_area); | |
%check each particle to assure that its area is >= 'p_area'; remove if this | |
%condition is violated and reset the particle index number | |
% if p_area < 0 | |
% fprintf('\nWARNING! Minimum particle identification area is < 0\n'); | |
% elseif p_area > 0 | |
% STATS=regionprops(p_matrix,'Area'); | |
% idx=find([STATS.Area] >= p_area); | |
% dummy=zeros(size(p_matrix)); | |
% for i=1:length(idx) | |
% dummy=dummy+(p_matrix==idx(i)).*i; | |
% %imagesc(dummy,[0 44]); set(gca,'DataAspectRatio',[1 1 1]); | |
% %pause(0.05); | |
% end | |
% num_p=length(idx); p_matrix=dummy; | |
% clear dummy idx STATS | |
% end | |
%determine the bounding box and location for each identified particle | |
STATS=regionprops(p_matrix,im,'BoundingBox','PixelIdxList','PixelList','Area'); | |
%populate locxy (upper-left pixel of the bounding box) | |
locxy=zeros(length(STATS),4); | |
for i=1:length(STATS); locxy(i,:)=STATS(i,1).BoundingBox(1:4); end | |
locxy=ceil(locxy); | |
%populate mapint (particle confined by the bounding box) | |
% mapint=cell(1,length(STATS)); | |
mapint=cell(1,1); keep=zeros(1,1); c=1; | |
for i=1:length(STATS) | |
%check each particle to assure that its area is >= 'p_area'; remove if this | |
%condition is violated and reset the particle index number; Also remove | |
%particles that are the size of only 1 pixel. | |
if length(STATS(i,1).PixelIdxList)>1 && STATS(i,1).Area >=p_area | |
mapint{1,c}=zeros(locxy(i,4),locxy(i,3)); | |
for j=1:length(STATS(i,1).PixelIdxList) | |
pix_loc_row=STATS(i,1).PixelList(j,2)-locxy(i,2)+1; | |
pix_loc_col=STATS(i,1).PixelList(j,1)-locxy(i,1)+1; | |
mapint{1,c}(pix_loc_row,pix_loc_col)=im(STATS(i,1).PixelIdxList(j,1)); | |
end | |
keep(c) = i; | |
c=c+1; | |
end | |
end | |
if keep(1) == 0 | |
mapsize = []; locxy = []; | |
num_p = 0; | |
else | |
%populate mapsize (size of each array in mapint) and also trim locxy | |
mapsize=[locxy(keep,4),locxy(keep,3)]; locxy=locxy(keep,1:2); | |
num_p = length(keep); | |
end | |
%code for plotting the results of this function | |
%COMMENT OUT FOR NORMAL OPERATION | |
% figure | |
% for i=1:length(mapint) | |
% subplot(1,2,1) | |
% imagesc(im,[0 max(max(im))]); set(gca,'DataAspectRatio',[1 1 1]); hold on | |
% rectangle('Position',[locxy(i,:)-0.5,mapsize(i,2),mapsize(i,1)],'EdgeColor','w') | |
% subplot(1,2,2) | |
% imagesc(mapint{1,i},[0 max(max(im))]); set(gca,'DataAspectRatio',[1 1 1]); | |
% pause(0.5) | |
% end | |
end |