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Science Forum Index » Image Processing Forum » HARRIS Cornerness measure -- Confusion!?!...
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| iiuu... |
Posted: Thu Jun 12, 2008 4:54 am |
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Guest
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Dear all,
I am wondering that how come there are many solutions to
the Cornerness measurement on Harris corner dectection.
The novel one is:
C= det(M)-k*trace(M).^2
right?
but there are those in:
1) C= trace(M)./det(M)
2) C= det(M)./(trace(M)+eps)
3) C= (k+1/k)*det(M)-(trace(M).^2-2det(M))
Does anyone have any theories support these latter three
equations? It seems that some of them also concentrate on
edges plus corners but I really can't find any documents
supported these equations.
Please help me out. Thank you so much. |
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| Edward Rosten... |
Posted: Fri Jun 13, 2008 12:27 pm |
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Guest
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On Jun 12, 8:54 am, iiuu <duangn... at (no spam) gmail.com> wrote:
Quote: Dear all,
I am wondering that how come there are many solutions to
the Cornerness measurement on Harris corner dectection.
The novel one is:
C= det(M)-k*trace(M).^2
right?
but there are those in:
1) C= trace(M)./det(M)
2) C= det(M)./(trace(M)+eps)
3) C= (k+1/k)*det(M)-(trace(M).^2-2det(M))
Your forgot min(l1, l2).
Quote: Does anyone have any theories support these latter three
equations? It seems that some of them also concentrate on
edges plus corners but I really can't find any documents
supported these equations.
Please help me out. Thank you so much.
Your forgot min(l1, l2). Harris noted that this one is what he eanted,
but was inefficient on the hardware of the day, because of the sqrt()
needed at every pixel. People have done various chunks of theory on
these, involving things like localization, what it means in terms of
surface curvature, and etc. I have a paper with information about some
of this here:
http://mi.eng.cam.ac.uk/~er258/work/rosten_2006_machine.pdf
Look in the "previous work" section. The results section also shows
little practical difference between Harris' approximation and the
complete computation (the Shi-Tomasi detector), in my tests.
-Ed
--
(You can't go wrong with psycho-rats.)(http://mi.eng.cam.ac.uk/~er258)
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