Reconstruct Gaussian fitted Beads

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John 2014-10-30

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评论： John 2014-10-31

I have gaussian fitted a bead in an image and I have its x & y coordinate, standard deviation (std) of the gauss fit as well as amplitude (amp). Is there a way to reconstruct the bead from the x,y,std & amp values?

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Answer 1

Image Analyst 2014-10-30

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https://ww2.mathworks.cn/matlabcentral/answers/160724-reconstruct-gaussian-fitted-beads#answer_157164

在 MATLAB Online 中打开

Try this:

grayImage = zeros(480, 640, 'uint8');
[rows, columns] = size(grayImage);
xCenter = 200;
yCenter = 300;
sigma = 50;
sigmaSquared = sigma^2;
amplitude = 255;
[X, Y] = meshgrid(1:columns, 1:rows);
grayImage = exp(-((X-xCenter).^2 + (Y-yCenter).^2) ./ sigmaSquared);
imshow(grayImage, []);
axis on

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Image Analyst 2014-10-31

编辑：Image Analyst 2014-10-31

在 MATLAB Online 中打开

You could use it like this:

grayImage = amplitude  * exp(-((X-xCenter).^2 + (Y-yCenter).^2) ./ sigmaSquared);

I chose that so that the numbers would go from 0 - 255, and if they did, I could cast to uint8 and display it with imshow() without the []. But I must have forgotten to put it in when I remembered imshow() can display floating point images scaled to 0-255 for display if you use the [] as the second input argument.

If it's "closer" but not enough to officially "Accept" the answer, then let me know exactly what you are looking for. For example, attach a screenshot or image or something to fill in the details missing from your original question.

John 2014-10-31