Faraz asked . 2024-02-08

How can I use the elements of 'PixelValues' of 'regionprops'?

Hello,

I have been able to extract the pixel values of the grayscale image using regionprops (I think). I did so by using this code

img = rgb2gray(imread('W1\Writer1_01_02.jpg'));
bw_normal = im2bw(img, graythresh(img));
bw = imcomplement(bw_normal);
[label,n] = bwlabel(bw);
stats = regionprops(label, img, {'Area', 'BoundingBox', 'PixelValues'});

Now I want to extract or see visually the values extracted. I mean with the case of "stats.Area" I can do this to extract its values to another vector

areas = [stats.Area]

But this does not work with PixelValues. If I do the same with PixelValues I am presented with the following error:

>> test = [stats.PixelValues]
Error using horzcat
CAT arguments dimensions are not consistent.

Basically what I am trying to do is to visually plot the pixel values, as in plot a histogram of not the entire image but the PixelValues of the connected components.

This was done using C#. I want to produce something like this. In the image below the pixel values of the connected components is detected and then plotted onto the image. Is this possible? (The red dots are the detected pixel values)

Thank you

matlab , image processing , Image Processing and Computer Vision , Image Processing Toolbox

Expert Answer

Prashant Kumar answered . 2024-12-21 00:20:22

You can do that by using imshow on the binary image:

imshow(bw);

If you want to mask it to show the original pixels in grayscale, then you can do that

maskedIMage = img; % Initialize
maskedImage(~bw) = 0; % Non-selected pixels set to zero.
imshow(maskedImage); % Display.

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