I have intensity image , how to find half energy width of image.

1 view (last 30 days)

Answers (1)

Image Analyst
Image Analyst on 12 Jan 2016
Edited: Image Analyst on 12 Jan 2016
Assumning you have the row of the centroid (it looks like exactly half way in your image), just extract a row and find the max and half max and distance between them.
horizontalProfile = grayImage(row, :);
[maxGrayLevel, indexOfMax] = max(horizontalProfile)
halfWidth = indexOfMax - find(horizontalProfile == maxGrayLevel/2, 1, 'first');
If you don't know how to find the centroid, use regionprops(labeledImage, 'WeightedCentroid'). See my Image Segmentation Tutorial for a full demo: http://www.mathworks.com/matlabcentral/fileexchange/?term=authorid%3A31862
  2 Comments
MOHD
MOHD on 12 Jan 2016
Edited: MOHD on 12 Jan 2016
How to find width of encircled energy at 80% of total energy? Here I am getting FWHM but I required width Encircled energy at 80%. Thank you very much in advance
Image Analyst
Image Analyst on 12 Jan 2016
A lot depends on if it's circularly symmetric or not. If it is, just use cumsum() to get the cumulative energy and then find the 20% point from that:
cdf = cumsum(horizontalProfile(indexOfMax:end));
% Normalize
cdf = cdf / sum(cdf);
width80 = 2 * find(cdf <= 0.8, 1, 'first');
I think that should work but you'd have to check. There may have to be an adjustment because you want it in 2D rather than 1D. You may have to just create larger and larger circular masks with the FAQ until the sum inside the mask is 80%.

Sign in to comment.

Tags

No tags entered yet.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!