MATLAB: How to plot both horizontal and vertical profile for the same image

Image Processing Toolboximprofileline profile plot on same image

Hi. I'd like to plot a line profile across the beam and plot both horizontal and vertical profile on the same image. I manage to get one. I cannot plot the vertical profile and make it on the image together. Please give me any suggestion and help.Thank you.

 % code
clc;close all;clear all;
img=imread('e_foil_spot.png');
img2=imcrop(img);
figure(1), imshow(img2);
c= improfile;  hold on;d=improfile;  % get the lime profile across
 b=c'; 
 % Plot the line profile on the same image 
figure(1); imshow(img2); colormap('jet'); 
hold on; plot(b/(0.03*max(b)),'color', 'g','LineWidth', '10'); 
hold on; plot(d/(0.03*max(d)),'color', 'y','LineWidth', '10');
hold off

Best Answer

Try this:

grayImage = imread('moon.tif');
[rows, columns, numberOfColorChannels] = size(grayImage);
% Get the dimensions of the image.
% numberOfColorChannels should be = 1 for a gray scale image, and 3 for an RGB color image.
[rows, columns, numberOfColorChannels] = size(grayImage)
if numberOfColorChannels > 1
  % It's not really gray scale like we expected - it's color.
  % Use weighted sum of ALL channels to create a gray scale image.
  grayImage = rgb2gray(grayImage);
  % ALTERNATE METHOD: Convert it to gray scale by taking only the green channel,
  % which in a typical snapshot will be the least noisy channel.
  % grayImage = grayImage(:, :, 2); % Take green channel.
end
imshow(grayImage, []);
axis on;
verticalProfile = mean(grayImage, 2);
horizontalProfile = mean(grayImage, 1);
hold on;
% Plot horizontal profile.
x = 1 : columns;
amplitude = 2; % Scaling factor

y = rows - amplitude * horizontalProfile;
plot(x, y, 'r-', 'LineWidth', 2);
% Plot vertical profile.
y = 1 : rows;
amplitude = 1; % Scaling factor
x = columns - amplitude * verticalProfile; % To plot on RIGHT side
x = amplitude * verticalProfile; % To plot on LEFT side
plot(x, y, 'm-', 'LineWidth', 2);

If you'd rather, you can do

verticalProfile = grayImage(:, columnIndex);
horizontalProfile = grayImage(rowIndex, :);

where you specify the row and column where you want the profile to go through.

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MATLAB: Distance between edges in video processing.

Try this:

clc;    % Clear the command window.
close all;  % Close all figures (except those of imtool.)
clear;  % Erase all existing variables. Or clearvars if you want.
workspace;  % Make sure the workspace panel is showing.
format long g;
format compact;
fontSize = 20;
%===============================================================================
% Read in a gray scale demo image.
folder = pwd;
baseFileName = 'microgripper_grayscale.jpg';
% Get the full filename, with path prepended.
fullFileName = fullfile(folder, baseFileName);
% Check if file exists.
if ~exist(fullFileName, 'file')
  % File doesn't exist -- didn't find it there.  Check the search path for it.
  fullFileNameOnSearchPath = baseFileName; % No path this time.
  if ~exist(fullFileNameOnSearchPath, 'file')
    % Still didn't find it.  Alert user.
    errorMessage = sprintf('Error: %s does not exist in the search path folders.', fullFileName);
    uiwait(warndlg(errorMessage));
    return;
  end
end
grayImage = imread(fullFileName);
% Get the dimensions of the image.  
% numberOfColorBands should be = 1.
[rows, columns, numberOfColorChannels] = size(grayImage);
if numberOfColorChannels > 1
  % It's not really gray scale like we expected - it's color.
  % Convert it to gray scale by taking only the green channel.
  grayImage = grayImage(:, :, 2); % Take green channel.
end
% Display the image.

subplot(2, 2, 1);
imshow(grayImage, []);
axis on;
title('Original Grayscale Image', 'FontSize', fontSize, 'Interpreter', 'None');
% Crop the image
grayImage = grayImage(1:160,50:250);
% Display the image.
subplot(2, 2, 2);
imshow(grayImage, []);
axis on;
title('Cropped Grayscale Image', 'FontSize', fontSize, 'Interpreter', 'None');
% Set up figure properties:
% Enlarge figure to full screen.
set(gcf, 'Units', 'Normalized', 'OuterPosition', [0 0 1 1]);
% Get rid of tool bar and pulldown menus that are along top of figure.
set(gcf, 'Toolbar', 'none', 'Menu', 'none');
% Give a name to the title bar.
set(gcf, 'Name', 'Demo by ImageAnalyst', 'NumberTitle', 'Off') 
% Let's compute and display the histogram.
[pixelCount, grayLevels] = imhist(grayImage);
subplot(2, 2, 3); 
bar(grayLevels, pixelCount); % Plot it as a bar chart.
grid on;
title('Histogram of original image', 'FontSize', fontSize, 'Interpreter', 'None');
xlabel('Gray Level', 'FontSize', fontSize);
ylabel('Pixel Count', 'FontSize', fontSize);
xlim([0 grayLevels(end)]); % Scale x axis manually.
% Get the average vertical profile
horizontalProfile = mean(grayImage, 1);
% Plot the profile
subplot(2, 2, 4);
plot(horizontalProfile, 'LineWidth', 2);
grid on;
title('Average Horizontal Profile', 'FontSize', fontSize, 'Interpreter', 'None');
% Get the width of all the bright regions.
% First we need to binarize the profile.
binaryImage = horizontalProfile > 100;
% Label the regions.
labeledRegions = bwlabel(binaryImage);
% Make the area measurements, which is really the length of the region.
measurements = regionprops(labeledRegions, 'Area');
% Get the width of the second region, which is the intergripper gap.
gripperGap = measurements(2).Area;
% Tell user
message = sprintf('The average gap between the gripper fingers is %.3f pixels', gripperGap);
uiwait(helpdlg(message));

MATLAB: How to crop a interest part image

Just get profiles and use find:

verticalProfile = sum(binaryImage, 2); % Sum along columns in each row.
row1 = find(verticalProfile, 1, 'first');
row2 = find(verticalProfile, 1, 'last');
horizontalProfile = sum(binaryImage, 1); % Sum along rows in each column.
column1 = find(horizontalProfile, 1, 'first');
column2 = find(horizontalProfile, 1, 'last');
croppedImage = binaryImage(row1:row2, column1:column2);

Best Answer

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MATLAB: Distance between edges in video processing.

MATLAB: How to crop a interest part image

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