detect shape in image
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how i can use code regionprops to detect square,circle and other shapes using only one command?
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Image Analyst
2012-4-1
You can't do it in one command. The best you can do is a few commands, depending on what you mean by "detect." Basically you have to measure a bunch of things and figure out which of those, in which ranges, uniquely identifies each type of shape you want to "detect." A good starting place is to computer the "circularity" which is:
allAreas = [measurements.Area];
allPerimeters = [measurements.Perimeter];
circularities = allPerimeters.^2 ./ (4*pi*allAreas);
A perfect circle is 1 and other shapes will lie in certain ranges above 1. There may be overlap of the ranges for shapes that are indeterminate, such as a triangle with bulging sides (almost rounded).
See my image segmentation tutorial: http://www.mathworks.com/matlabcentral/fileexchange/?term=authorid%3A31862
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Abdul
2012-4-1
Image Analyst
2012-4-1
What is the "square equation" and how would it apply here? Do you mean the value of the circularity for squares? I don't know off the top of my head what they are for squares, triangles, etc. You'll just have to try it and see what range they fall in to. It may be that squares have circularity in the range 5-10, and triangles are in the range 8-15, but I don't know - you'll just have to try it and find out.
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