Article View: sci.image.processing
Article #398Re: Image Segmentation
From: John C. Schultz
Date: Fri, 28 Aug 1992 18:15
Date: Fri, 28 Aug 1992 18:15
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In article <1992Aug28.223922.11107@eagle.lerc.nasa.gov> ttcain@vangogh.lerc.nasa.gov (Maureen Cain) writes: I have an image that was taken through a microscope of a lead sample. ... median filter. I need to get a closed contour from the image as if I took a pencil and traced it off the image. Is there a way to segment the image using contrast and variance stats rather than using and edge detector? Or a combination of both? Any help would be appreciated. Thanks The traditional way, which even works sometimes :-), is to use difference of gaussian (or DOG) filters. The basic premise is to size two lowpass operations such that subtracting the two filtered images results in a bandpass image retaining the object with the desired spatial dimensions. The absolute and relative size of the bandpasses is therefore important. A reasonably good approximation is to take the difference of two box-car filters (rectangles). The math is not as nice as the gaussian filters but the programming is fairly trivial. After thresholding, morphological operations can then clean up the resulting image. -- John C. Schultz +1 (612) 733-4047 schultz@halley.serc.3m.com How to include the taste of Glendronach in a multi-media system?
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arc1-ca.pugleaf.net!sparky!uunet!cis.ohio-state.edu!pacific.mps.ohio-state.edu!linac!att!news.cs.indiana.edu!umn.edu!mmm.serc.3m.com!co18c512References:
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Newsgroups: sci.image.processing Path: arc1-ca.pugleaf.net!sparky!uunet!cis.ohio-state.edu!pacific.mps.ohio-state.edu!linac!att!news.cs.indiana.edu!umn.edu!mmm.serc.3m.com!co18c512 From: schultz@halley.est.3m.com (John C. Schultz) Subject: Re: Image Segmentation Message-ID: <SCHULTZ.92Aug28210421@halley.est.3m.com> In-reply-to: ttcain@vangogh.lerc.nasa.gov's message of Fri, 28 Aug 1992 22:39:22 GMT Sender: co18c512@mmm.serc.3m.com (Eric J. Dokken) Organization: 3M Company, 3M Center, Minnesota, USA References: <1992Aug28.223922.11107@eagle.lerc.nasa.gov> Distribution: usa Date: Fri, 28 Aug 92 18:15:12 GMT Lines: 27