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Rework the trackmateSpot MATLAB example with ROIs.
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%% Import spot ROIs from a TrackMate file. | ||
% | ||
% This example MATLAB script shows how to use the `trackmateSpot.m` | ||
% function to open a TrackMate file that contains spots with ROIs (their | ||
% shape as polygon). They are then painted in a common graph, colored by | ||
% frame. | ||
% | ||
% The `trackmateSpot.m` does not return the track information, and we | ||
% cannot retrieve the tracks solely with this function. See the other | ||
% example `ExampleScript_MATLABImportROIs.m` in this folder for a more | ||
% involved example that does this. | ||
% | ||
% Jean-Yves Tinevez - 2024 | ||
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close all | ||
clear | ||
clc | ||
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% Read movie file | ||
movie_path = 'c:/Users/tinevez/Desktop/MAX_Merged-1.tif'; | ||
I = tiffreadVolume( movie_path ); | ||
w = size(I, 1); | ||
h = size(I, 2); | ||
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% Pixel size is manually specified. | ||
pixel_size = 0.1984666072986889; % microns | ||
% Where are the files? | ||
root_folder = '/Users/tinevez/Google Drive/TrackMate/Applications/MATLABimport/'; | ||
% TrackMate file. | ||
file_path = fullfile( root_folder, 'MAX_Merged.xml' ); | ||
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% Read tracks. | ||
file_path = 'c:/Users/tinevez/Desktop/MAX_Merged.xml'; | ||
[S, idmap, rois] = trackmateSpots( file_path ); | ||
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n_frames = max(S.FRAME)+1; | ||
colors = turbo(n_frames); | ||
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n_spots = height(S); | ||
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%% | ||
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F(n_frames) = struct('cdata',[],'colormap',[]); | ||
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figure | ||
hold on | ||
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for t = 1 : n_frames | ||
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% Clear axes. | ||
cla | ||
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% Image data of current frame. | ||
If = I( :, :, t ); | ||
imshow( If, [], ... | ||
'XData', [ 0 pixel_size * h ], ... | ||
'YData', [ 0 pixel_size * w ] ) | ||
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% Spot data of current frame. | ||
frame = t-1; | ||
log_index = S.FRAME == frame; | ||
Sf = S(log_index, :); | ||
index = find( log_index ); | ||
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nsf = height( Sf ); | ||
for i = 1 : nsf | ||
x = Sf.POSITION_X(i); | ||
y = Sf.POSITION_Y(i); | ||
roi = rois{ index(i) }; | ||
roi(:,1) = roi(:,1) + x; | ||
roi(:,2) = roi(:,2) + y; | ||
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patch( 'XData', roi(:,1), 'YData', roi(:,2), ... | ||
'FaceColor', 'None', ... | ||
'EdgeColor', 'r', ... | ||
'LineWidth', 2, ... | ||
'Marker', 'none') | ||
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end | ||
drawnow | ||
F(t) = getframe(gca); | ||
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end | ||
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cla | ||
movie( F, 10, 3 ) | ||
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%% | ||
%% Plot the spot contours. | ||
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figure | ||
hold on | ||
axis square | ||
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for i = 1 : n_spots | ||
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% Spot center. | ||
x = S.POSITION_X(i); | ||
y = S.POSITION_Y(i); | ||
% Spot contour (centered on 0). | ||
roi = rois{i}; | ||
% Put the contours with respect to the spot center. | ||
roi(:,1) = roi(:,1) + x; | ||
roi(:,2) = roi(:,2) + y; | ||
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% Color by frame. | ||
frame = S.FRAME(i)+1; | ||
col = colors( frame, : ); | ||
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patch( 'XData', roi(:,1), 'YData', roi(:,2), ... | ||
'FaceColor', 'None', ... | ||
'EdgeColor', col ) | ||
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plot( x, y, 'Color', col, 'Marker', 'x' ) | ||
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end | ||
end | ||
xlabel( 'X (um)' ) | ||
ylabel( 'Y (um)' ) | ||
set(gca, 'YDir', 'reverse' ) |