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Article #886

Re: Help Wanted: Contour Tracing

#886
From: Patrick ChengSan Teo
Date: Thu, 21 Jan 1993 20:35
37 lines
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In article <1993Jan21.192619.10241@pinet.aip.org> scotj@pinet.aip.org (scot_shinderman) writes:


>    While reading the standard image processing books I have noticed one
> algorithm that seems to be glossed over: contour tracing.  In the
> pictures that I am scanning, a filter is run across the pixels and a
> threshold is applied to produce either white or black pixels for the
> grey-scale.  At this point there is usually a rather disconnected set of
> dots due to noise in the picture but also some strong edges from the
> filter.  What is the "pratical" method of moveing along the detected
> pixels to find lines (or curves).  If I try to step from one pixel to
> the next by looking in a neighborhood, then the path almost always gets
> caught up in the noise off to one side or another.  Is there a way to
> "nudge" the search in a particular direction based on previous motions.
>   Any suggestions (or sample code!) would be greatly appreciated.

Just off the top of my head.  Have you considered trying to use some
iterative deepening backtracking procedure (algorithms like A*)
heuristically guided by some bayesian probability of the type of curve
which you are expecting to see?

-Patrick






--
-------------------------------------------------------------------------------
Patrick Cheng-San Teo                                       teo@cs.stanford.edu
Department of Computer Science                      
Stanford University                                  Home Phone: (415) 424-0330

"Everything should be made as simple as possible, but not simpler"
-- Albert Einstein
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From: teo@Xenon.Stanford.EDU (Patrick ChengSan Teo)
Subject: Re: Help Wanted: Contour Tracing
In-Reply-To: scotj@pinet.aip.org's message of Thu, 21 Jan 93 19:26:19 GMT
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Date: 21 Jan 93 20:35:14
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