Hi Chad,
To speed up the creation of a mask that contains the area value for each pixel in a region, you can replace the for loop with a vectorized operation. The key is to create an array of areas corresponding to the labeled regions and then use this array to directly index into the mask with the labeled image matrix. Here's how you can achieve this:
% Non-vectorized version with loop:
tic; % Start timer for loop
region_area_loop = zeros(size(L));
for k = 1:Ln
region_area_loop(L==k) = stats(k).Area;
end
loop_time = toc; % Stop timer for loop
% Vectorized version:
tic; % Start timer for vectorized
areas = [0, [stats.Area]];
region_area_vectorized = areas(L + 1);
vectorized_time = toc; % Stop timer for vectorized
% Display the timing results:
fprintf('Loop time: %f seconds\n', loop_time);
fprintf('Vectorized time: %f seconds\n', vectorized_time);
To confirm the speed-up, you can time both the original loop-based code and the vectorized code using tic and toc.
I hope this helps!
