Divide one image by another image?
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I am working with two Geotiff images that have 16 bit depth. I need to estimate a ratio by using those images with equation such as below:
Ratio = (image1-image2)/(image1+image2);
The resulting ratio should be in the range of 0 to 1, but I am getting zero for all the pixels. I assumed it might have to do with image type conversion, so tried converting those images into double before estimating the ratio (as below), and it is still giving me zero for all pixels.
Ratio = (im2double(image1) - im2double(image2))/(im2double(image1) + im2double(image2))
What should be done to address this problem. Thanks.
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Image Analyst
2017-9-17
Use dot slash instead of slash. Also use double() instead of im2double() because I'm not sure if im2double() scales each image independently of the others, which you would not want
Ratio = (double(image1) - double(image2)) ./ (double(image1) + double(image2));
imshow(Ratio, []); % Use the [] - it's important.
3 个评论
Neo
2022-7-22
Why is the [] important?
Image Analyst
2022-7-22
Because that scales the image so that you see the entire range. In this case we might have both positive and negative values in the range -1 to +1. If you don't use [] then all values less than 0 will show up as black since if [] is not used it expects that all values to be between 0 and 1. Anything below 0 will appear black and anything over 1 will appear white. With [] you will have no clipping and see the whole range.
Niklas Kurz
2022-12-5
Awesome, you truely are The Image Analyst!
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