CODEWITHSUNDEEP
arraysimagematlabmultidimensional-array
hyperknot
hyperknot

Reputation: 13966

How to load and store a stack of images in MATLAB

I am trying to do my first project in MATLAB and so far I try to load a sequence of images from a directory and store them in one object.

The images are small and they are quite few < 100, so memory is not a problem.

I would optimally store them in a 3 dimensional array, but I don't know how to do it.

Can you tell me how to load images and store all them in a stack?

So far here is the code I have written:

function image = load_image_array(dir, start, finish)
    for i = start:finish

        filename = [ dir '/' sprintf('%08d', i) '.jpg' ];
        image = importdata( filename, 'jpg' );

        figure( i );
        imagesc( image );

    end
end

Do you think it is a good idea to preallocate the array in advance? Also, is 3 dimensional array a good idea? I would like to have RGB images, do I need to have 3 stacks or a 4 dimensional array for this?

Upvotes: 2

Views: 5317

Answers (1)

eykanal
eykanal

Reputation: 27017

Assuming they're all the same size, storing them in a stack is as simple as:

...
imageStack(i,:,:) = image;
...
imagesc( squeeze(imageStack(i,:,:)) );

If they're not the same size, just use a cell array:

...
imageStack{i} = image;
...
imagesc( imageStack{i} );

My syntax may be off for the cell array, test it out and play with it. I'll try to remember to doublecheck it when I get to work later.

Upvotes: 3

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