Effacer les filtres
Effacer les filtres

I want to segment my leaf image with 4 clusters. but shows the error: Attempt to grow array along ambiguous dimension. Error in Detect (line 46) colors(rgb_label ~= k) = 0;

2 vues (au cours des 30 derniers jours)
here's my code:
clc
close all
clear all
[filename, pathname] = uigetfile({'*.*';'*.bmp';'*.jpg';'*.gif'}, 'Pick a Leaf Image File');
I = imread([pathname,filename]);
I = imresize(I,[256,256]);
figure, imshow(I);
title('Query Leaf Image');
I = imadjust(I,stretchlim(I));
I_Otsu = im2bw(I,graythresh(I));
I_HIS = rgb2hsi(I);
cform = makecform('srgb2lab');
lab_he = applycform(I,cform);
ab = double(lab_he(:,:,2:3));
nrows = size(ab,1);
ncols = size(ab,2);
ab = reshape(ab,nrows*ncols,2);
num=4;
nColors = num;
[cluster_idx cluster_center] = kmeans(ab,nColors,'distance','sqEuclidean', ...
'Replicates',4);
pixel_labels = reshape(cluster_idx,nrows,ncols);
segmented_images = cell(1,nColors);
% Create RGB label using pixel_labels
rgb_label = repmat(pixel_labels,[1,1,nColors]);
for k = 1:nColors
colors = I;
colors(rgb_label ~= k) = 0;
segmented_images{k} = colors;
end
figure, subplot(4,1,1);
imshow(segmented_images{1});
title('Cluster 1');
subplot(4,1,2);
imshow(segmented_images{2});
title('Cluster 2');
subplot(4,1,3);
imshow(segmented_images{3});
title('Cluster 3');
subplot(4,1,4);
imshow(segmented_images{4});
title('Cluster 4');

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