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Finding under vehicle undefined object - inspection system
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Hi all,
There are 2 images of a under vehicle recorded with a fisheye lens. How can I detect the undefined object in the 2nd image using the main image (1st image) in Matlab ? In the 2nd image, as I have marked in red, I need to locate the undefined object.
Thanks in advance.
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Image Analyst
2020년 3월 5일
If the images are of the same size, and of the same magnification and fairly well aligned (a doubtful scenario in a real world situation) then you can subtract the images and look for blobs of non-zero. Untested code:
% Get the difference image.
diffImage = imabsdiff(double(image1), double(image2));
% Get the max in any of the color channels
diffImage = max(diffImage, [], 3);
% Threshold to find significant differences.
mask = diffImage > 5; % or some value.
% Throw out any blobs less than 50 pixels in size (they're noise).
mask = bwareaopen(mask, 50);
imshow(mask);
% Make measurements of area and centroid.
props = regionprops(mask, 'Area', 'Centroid');
allAreas = [props.Area]
centroids = vertcat(props.Centroid)
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Image Analyst
2020년 3월 5일
Try imresize() and imregister() to align them. If the differences are big then registration may not be necessary, though for tiny differences it would be.
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