Here's an example code for performing region growing with the given specifications:
main.m1793 chars68 lines
In this code, we start by reading the image file and setting the starting point (x
and y
) and the maximum region size (max_size
) as well as the threshold value (t
). We also create a visited matrix to keep track of pixels that were already visited and a region map to store the resulting region.
Then, we define the recursive grow_region
function that takes the current pixel coordinates as arguments. If the maximum region size was already reached or the pixel was already visited, we stop the recursion. Otherwise, we check if the absolute difference between the pixel value and the threshold value is less than the threshold. If it is, we add the pixel to the region, mark it as visited, and check its neighboring pixels. For each neighboring pixel that satisfies the threshold condition and was not already visited, we recursively call the grow_region
function.
Finally, we display the resulting region map using the imshow
function.
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