How can I load and plot the difference of a set of images to a reference image?

Question

Lea Kerciku 2021-3-22

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/780092-how-can-i-load-and-plot-the-difference-of-a-set-of-images-to-a-reference-image

评论： Lea Kerciku 2021-3-22

Hello,

my task is to create a graph showing how a set a of images change in relation to the reference image. For defining the difference I am using the Structural Similarity (SSIM) index. Now my problem is that my loop does not go through all image in the folder directory but only takes the first one. In order to make the graph I need to assign to each image the value of the SSIM index (ssimval) and plot it.

It would be very helpful if someone could show me what I am doing wrong in my code. Thank you!

Here is my code so far:

reference_img = imread('rock01b_noback.png'); %read reference img
folder = 'C:\Users\...';
morphimages = dir(fullfile(folder,'*.png'));  %specify pattern of files in folder
for i =  1:length(morphimages)
    imagename = morphimages(i).name;
    fullimagename = fullfile(folder,imagename);
    fprintf(1, 'Reading %s.\n', fullimagename);
    imagearray = imread(fullimagename);   
    
    [ssimval,ssimmap] = ssim(imagearray,reference_img) %find ssim index for each img in folder 
end

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Answer 1

Image Analyst 2021-3-22

1
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此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/780092-how-can-i-load-and-plot-the-difference-of-a-set-of-images-to-a-reference-image#answer_654912

在 MATLAB Online 中打开

Try this:

% Demo by Image Analyst.
clc;    % Clear the command window.
fprintf('Beginning to run %s.m ...\n', mfilename);
close all;  % Close all figures (except those of imtool.)
clearvars;
workspace;  % Make sure the workspace panel is showing.
format long g;
format compact;
fontSize = 16;
folder = 'C:\Users\lea\documents\Matlab\work\Images'; % Change to wherever your images are.
baseFileName = 'rock01b_noback.png';
fullFileName = fullfile(folder, baseFileName);
reference_img = imread(fullFileName); % read reference img
subplot(2, 2, 1);
imshow(reference_img);
title(baseFileName);
morphimages = dir(fullfile(folder,'*.PNG'));  %specify pattern of files in folder
numImages = length(morphimages)
ssimval = zeros(1, numImages);
for k = 1 : length(morphimages)
	baseImageName = morphimages(k).name;
	fullImageName = fullfile(folder,baseImageName);
	fprintf(1, 'Reading %d of %d : %s.\n', k, numImages, fullImageName);
	subplot(2, 2, 2);
	imageArray = imread(fullImageName);
	if ~isequal(size(imageArray), size(imageArray))
		fprintf('Skipping %d because it is not the same size as the reference image\n', baseImageName);
		continue;
	end
	imshow(imageArray, []);
	title(baseImageName);
	ssimval(k) = ssim(imageArray, reference_img) %find ssim index for each img in folder
	subplot(2, 2, 3:4);
	plot(ssimval(1:k), 'b.-', 'LineWidth', 2, 'MarkerSize', 18);
	drawnow;
	grid on;
end
fprintf('Done running %s.m\n', mfilename);