A question about demo

6 次查看（过去 30 天）
lin
lin 2012-2-16
This is the code of a matlab demo.But when I run it,there is some error. ??? Conversion to cell from uint8 is not possible.
Error in ==> pill at 40 segmented_images(k)=color;
The code is following
clear all
close all
clc
RGB=imread('pill.jpg');
I=rgb2gray(RGB);
Ie=edge(I);
figure
subplot(2,3,1)
imshow(RGB);
title('original image');
subplot(2,3,2)
imshow(Ie)
title('edge detection');
%perform K-means
cform = makecform('srgb2lab');
I_lab = applycform(RGB,cform);
ab = double(I_lab(:,:,2:3));
nrows = size(ab,1);
ncols = size(ab,2);
ab = reshape(ab,nrows*ncols,2);
nColors = 2;
% repeat the clustering 5 times to avoid local minima
[cluster_idx cluster_center] = kmeans(ab,nColors,'distance','sqEuclidean', ...
'Replicates',3);
%select cluster with least amount to find the pills
pixel_labels = reshape(cluster_idx,nrows,ncols);
if sum(pixel_labels(:)==1)> sum(pixel_labels(:)==2)
cluster_idx==1;
else
cluster_idx==2;
end
subplot(2,3,3);
imshow(pixel_labels,[]), title('image labeled by cluster index');
segmented_images=cell(1,3);
rgb_label=repmat(pixel_labels,[1 1 3]);
for k=1:nColors
color=RGB;
color(rgb_label~=k)=0;
segmented_images(k)=color;
end
subplot(2,3,4);
imshow(segmented_images(clus_idx))
title('object in selected cluster');
The pill image is uploaded in <http://www.uploadhouse.com/viewfile.php?id=15607729&PHPSESSID=899c99620753e831f26f63c605b06afa
>

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回答（1 个）

Jan
Jan 2012-2-16
It is strange that segmented_images is allocated as {1 x 3} cell, but afterwards nColors elements should be set to a vector:
segmented_images=cell(1,3);
rgb_label=repmat(pixel_labels,[1 1 3]);
for k=1:nColors
color=RGB;
color(rgb_label~=k)=0;
segmented_images(k)=color;
end
Did you ask the author already? Perhaps this works:
segmented_images=cell(1,nColors);
rgb_label=repmat(pixel_labels,[1 1 3]);
for k=1:nColors
color=RGB;
color(rgb_label~=k)=0;
segmented_images{k}=color;
end

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