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Divide Image into Overlapping blocks and save it

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Tahir Mahmood
Tahir Mahmood el 25 de Mzo. de 2019
Editada: Ashish Uthama el 8 de Sept. de 2022
Hi, I want to divide an image into 3 overlapping block.
input image size=2084 by 2084, output image sizes should be 2084 by 1042 with 50% overlapping. I tried using blockproc but encountering an error, "Too many output arguments.".
How to divide this image into blocks and save each by different name?.
I followed the demo, but these demos are for non-overlapping. I want overlapping blocks. Thank you.
This is my code:
for i=1:1
img=double(imread(strcat(folder,num2str(i),'.jpg')));
aa=blockproc(img, [2084 1042], cropSaveBlock,'BorderSize', [2084 521])
end
function cropSaveBlock()
end

Respuestas (2)

Ashish Uthama
Ashish Uthama el 8 de Sept. de 2022
Editada: Ashish Uthama el 8 de Sept. de 2022
input image size=2084 by 2084, output image sizes should be 2084 by 1042% with 50% overlapping
Here is some sample code:
im = ones(2084);
% blockedImage can directly load an image too.
bim = blockedImage(im);
% See help selectBlockLocations for more examples.
blockSize = [2084 1042];
overlapPct = 0.5;
blockOffsets = round(blockSize.*overlapPct);
bls = selectBlockLocations(bim,...
'BlockSize', blockSize,...
'BlockOffSets', blockOffsets,...
'ExcludeIncompleteBlocks', true);
% Create a datastore from this set of blocks
bimds = blockedImageDatastore(bim, 'BlockLocationSet', bls);
%{
% Visualize the block locations to confirm logic
bigimageshow(bim)
% Block size is in row-col (height-width) order
blockWH = fliplr(bls.BlockSize(1,1:2));
colors = prism(size(bls.BlockOrigin,1));
for ind = 1:size(bls.BlockOrigin,1)
blockColor = colors(ind,:);
% BlockOrigin is already in x-y order
drawrectangle('Position', [bls.BlockOrigin(ind,1:2), blockWH],'Color', blockColor);
end
%}
% You can use this datastore (bimds) directly depending on your workflow.
% Read each block and write it out
while hasdata(bimds)
[data, info] = read(bimds);
imwrite(data{1}, "blockStart_"+num2str(info.Start)+".jpg")
end
It looks like you may have multiple images, you can extend this workflow by making an array of blockedImages (see here)

Benjamin Thompson
Benjamin Thompson el 13 de Jun. de 2022
An image is just a matrix. If you want to save a part, then
imwrite(img(1:2084,1:1042), 'file1.jpg', 'jpg');
imwrite(img(1042:2084,524:1042), 'file2.jpg', 'jpg');

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