MATLAB: Is the code not working

image processingImage Processing Toolbox

 %Hello!
Hi I am using matlab 2016 and I am trying to find the cup to disk ratio of the retina using matlabs image processing toolox. I have attached an image of an example image the program takes in. I get the error:
Insufficient number of outputs from right hand side of equal sign to satisfy assignment.
Error in final (line 77)
centers = stats.Centroid;
drishtiGS_004.png
[filename,filepath]=uigetfile({'*.png', '*.jpg'},'Select and image');
%Gets file from user
if isequal(filename,0)
   disp('User selected Cancel')
else
   disp(['User selected ', fullfile(filepath, filename)])
end
originalI = imread(strcat(filepath, filename));
figure
imshow(originalI); 
title('Please crop the image');
%Displays the original image the user inputs. 
[xpos, ypos] = ginput(1); 
%Gets the x and y position from where the user clicks to crop the image. 
title('Original Image'); 
width = 756;  
height = 756; 
%The dimensions of the new cropped image.
xLeft = xpos - width/2;
yBottom = ypos - height/2;
%Calculates the position of the top left corner of the crop and the bottom
%right corner of the crop 
croppedI = imcrop(originalI, [xLeft, yBottom, width, height]);  
%Crops the original image base of the top left corner, bottom right corner, and its
%width and height 
figure
imshow(croppedI); 
title('Cropped Image'); 
%Displays cropped image to the user
saturatedI = rgb2hsv(croppedI); 
saturatedI(:,:,1)=saturatedI(:,:,3)*1.2;
saturatedI(saturatedI > 1)=1;
saturatedI=hsv2rgb(saturatedI);
%Saturates the cropped image by 20%
redChannel = saturatedI(:,:,1);  
%Converts the saturated image to the redChannel
greenChannel = saturatedI(:,:,2); 
%Converts the saturated image to the greenChannel
BWred = imclearborder(redChannel);
fill = imfill(BWred,'holes');
SE=strel('disk',6)
diskimage=imdilate(fill,SE)
BWgreen = imclearborder(greenChannel);
fill = imfill(BWgreen,'holes');
SE=strel('disk',6)
cupimage=imdilate(fill,SE)
figure
imshow(diskimage); 
title('disk image'); 
figure
imshow(cupimage); 
title('cup image'); 
BW=BWred;
CC = bwconncomp(BW);
numPixels = cellfun(@numel,CC.PixelIdxList);
[biggest,idx] = max(numPixels);
BW(CC.PixelIdxList{idx}) = 0;
filteredForeground=BW;
a = diskimage;
stats = regionprops(double(a),'Centroid','MajorAxisLength','MinorAxisLength');
centers = stats.Centroid;
diameters = mean([stats.MajorAxisLength stats.MinorAxisLength],2);
radii = diameters/2;
disp(radii); 
figure,imshow(croppedI);
hold on
viscircles(centers, radii);
hold off

Best Answer

You can't pass a double RGB image into regionprops. You must pass either
  1. a binary image
  2. a labeled image, gotten from bwlabel(), or
  3. a connected components object, gotten from bwconncomp(), like your "CC".
See my Image Segmentation Tutorial in my File Exchange
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