Wanted to know about Morphological Profiles for different scale values.
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I am currenently working on morphological Profiles for multiple scale values. I have written the code for morphological Profiles but not able to convert it for multiple scales. Please Help. Thanks in advance
% Perform Morphological closing operation
closed_image = imclose(hyperimage,s) ; % here s is the structuring element
% Perform Morphological opening operation
opened_image = imopen(hyperimage,s) ;
% calculate morphological Profile
morpho_P = closed_image - opened_image
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Naman
2023-7-10
Hi Pranav,
There are some changes required in your code to compute Morphological Profiles Feature Extraction for Multiple scale values.
Below is the updated code :
% Define scales for multiscale morphological profile(MMP) computation
scales = [1, 2, 3];
% Initialize cell array
morpho_P = cell(1, numel(scales));
% Compute MMP for each scale
for i = 1:numel(scales)
% Perform Morphological closing operation
closed_image = imclose(hyperimage,s) ; % here s is the structuring element
% Perform Morphological opening operation
opened_image = imopen(hyperimage,s) ;
% Calculate Morphological Profile
morpho_P{i} = closed_image - opended_image;
% Downsample the hyperspectral image for the next scale
hyperimage = imresize(hyperimage, 0.5);
end
Hope it Helps !
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