Defect
detection is perhaps the toughest challenge in machine vision, and
cracks are the defect I find hardest of all. Dalsa’s Ben Dawson
offers some excellent advice on image processing s to highlight
cracks in “Detecting
of Cracks and Scratches”
[sic]
published in Quality Magazine, November 14th,
2013, but that supposes the crack is visible in your image.
The
problem is, cracks are often extremely thin, even though they might
be many millimeters long. If the crack has to be three pixels wide to
be detectable, that means you need a very high resolution. The only
alternative I know of is to use some kind of fluorescent penetrant to
highlight the crack. Failing that, you might be looking at ultrasound
or eddy current.
So,
good article Ben, but you overlooked how to make that crack appear in the
image in the first place.
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