MATLAB: Normalized log of foreground and background

automatic roi detectioncomet detectionforeground and background region

how to calculate probability that a pixel lies in the foreground region or in the background region?…. is there any equation to it??… can somebody help me out…

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There is no possible equation for it. Whether something is foreground or background is dependent on the purpose for which the equation is being processed, rather than on any inherent property in the image.

For example if you are doing detection of comets in near-solar orbit, then images of the Sun itself are background and tiny tiny objects are the foreground, but if you are doing analysis of solar flares then you examine exactly the same images ignoring all those tiny dots and looking at the bright bright object that needs to be ignored in the comet detection task.

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MATLAB: How can i separate all the connected regions in a binary image and display them individually.

Use bwlabel() and ismember

[labeledImage, numRegions] = bwlabel(binaryImage);
props = regionprops(labeledImage, 'Area')
% Compute all the areas.
allAreas = [props.Area]
% Display each blob in its own figure.
for k = 1 : numRegions
    thisRegion = ismember(labeledImage, k);
    figure;
    imshow(thisRegion);
    drawnow;
end

MATLAB: Foreground detection using matlab

See my example/tutorial for that here: http://www.mathworks.com/matlabcentral/fileexchange/?term=authorid%3A31862 See the Image Segmentation Tutorial.

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MATLAB: How can i separate all the connected regions in a binary image and display them individually.

MATLAB: Foreground detection using matlab

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