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    <title>RoboRealm Forum</title>
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    <lastBuildDate>Tue, 30 Nov 1999 00:11:00 EST</lastBuildDate>
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    <item>
        <title>No Title</title>
        <description>
        Roland,&lt;br&gt;&lt;br&gt;Yes, you can use the black part as an anchor and then detect the light level of the screw relative to that black part. That&apos;s a good way to do this.&lt;br&gt;&lt;br&gt;You&apos;d also want to adjust based on the size of the black hole so that scale (distance from the camera to the object) is also not a factor. You can also do rotation too.&lt;br&gt;&lt;br&gt;If you have a second image that shows the screw missing we can show you how to use the image_align module to align the image to a know template image which you can then just check the screw intensity always at the same location (i.e. you would not need to adjust for all the parameters)&lt;br&gt;&lt;br&gt;STeven.        </description>
        <link>http://www.roborealm.com/forum/index.php?thread_id=4990</link>
        <guid>http://www.roborealm.com/forum/index.php?thread_id=4990</guid>
        <pubDate>Tue, 30 Nov 1999 00:11:00 EST</pubDate>
    </item>
    <item>
        <title>No Title</title>
        <description>
        Some more.. postamble..&lt;br&gt;&lt;br&gt;I think a strategy to detect the screw, besides a simple image match, would go something like this;&lt;br&gt;- increase the contrast until the oval black hole is more distinct&lt;br&gt;- use the blob feature to select it by size&lt;br&gt;- use the blob XY location as a floating reference point marker&lt;br&gt;- keep a small hole mask overlay at X+a, Y-b (screw location)&lt;br&gt;- detect light level at this point&lt;br&gt;&lt;br&gt;if there&apos;s reflection, light indicates screw presence. Is this feasible?&lt;br&gt;&lt;br&gt;Regards&lt;br&gt;Roland&lt;br&gt;&lt;br&gt;        </description>
        <link>http://www.roborealm.com/forum/index.php?thread_id=4990</link>
        <guid>http://www.roborealm.com/forum/index.php?thread_id=4990</guid>
        <pubDate>Tue, 30 Nov 1999 00:11:00 EST</pubDate>
    </item>
    <item>
        <title>Detecting feature</title>
        <description>
        Hi All&lt;br&gt;&lt;br&gt;I&apos;m trying to figure out how to recognise a feature, by doing an image comparison, if thats the best way. I need to get a better idea of what it is about the image that makes it important.&lt;br&gt;&lt;br&gt;To prevent spurious matches, is it better to mask off the reference image, much like you were looking at it through a keyhole? I imagine that if the reference image was just a square crop, with large contrasts near the edges, it would factor largely in the mathematics?&lt;br&gt;&lt;br&gt;Attached are two images. One is the subject, where I am trying to detect the presence of a screw. The second is what I presume to be a good reference match image. Am I going about it in the right way?&lt;br&gt;&lt;br&gt;Any suggested robo files would be most welcome.&lt;br&gt;&lt;br&gt;Regards&lt;br&gt;Roland&lt;br&gt;&lt;p&gt;&lt;br&gt;&lt;a target=_blank href=&quot;http://www.roborealm.com/uploads/26115_1.jpg&quot;&gt;&lt;img border=1 src=&quot;http://www.roborealm.com/uploads/26115_thumb_1.jpg&quot;&gt;&lt;/a&gt;&amp;nbsp;&lt;a target=_blank href=&quot;http://www.roborealm.com/uploads/26115_2.jpg&quot;&gt;&lt;img border=1 src=&quot;http://www.roborealm.com/uploads/26115_thumb_2.jpg&quot;&gt;&lt;/a&gt;&amp;nbsp;&lt;br&gt;        </description>
        <link>http://www.roborealm.com/forum/index.php?thread_id=4990</link>
        <guid>http://www.roborealm.com/forum/index.php?thread_id=4990</guid>
        <pubDate>Tue, 30 Nov 1999 00:11:00 EST</pubDate>
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