I'm interested in finding the coordinates (X,Y) for my whole, entire binary image, and not the CoM for each component seperatly. How can I make it efficiently? I guess using regionprops, but couldn't find the correct way to do so.
You can define all regions as a single region for regionprops
props = regionprops( double( BW ), 'Centroid' );
According to the data type of BW
regionprops
decides whether it should label each connected component as a different region or treat all non-zeros as a single region with several components.
Alternatively, you can compute the centroid by yourself
[y x] = find( BW );
cent = [mean(x) mean(y)];