Article View: comp.dsp
Article #1606Re: Mean Value Filter
From: Spencer W. Thomas
Date: Thu, 21 Mar 1991 11:31
Date: Thu, 21 Mar 1991 11:31
29 lines
1877 bytes
1877 bytes
In article <1991Mar20.003425.14767@sunee.waterloo.edu> rchann@sunee.waterloo.edu (Robert Chann) writes:
>I'm trying to implement a mean value filter. That is, using an nxn
>window, each picture element is substituted by the mean value of the
>(nxn) neighbouring picture elements.
>Apparently, by using a "sophisticated" implementation, no more than
>approximately two additions per pel are required for the filtering.
>The number of addition is nearly independent of the filter window
>size and no multiplication is necessary.
You want to use a "summed area table". This is described in most
standard graphics texts (the ones that deal with texture mapping,
anyway). Briefly, given a texture T(i,j), compute
S(i,j) = sum(k=1..i,l=1..j,T(k,l))
Then sum(i=a..b,j=c..d,T(i,j)) = S(b,d) - S(b,c-1) - S(a-1,d) + S(a-1,b-1).
S can be efficiently computed with two additions per pixel:
for ( j = 0; j <= jmax; j++ )
S(0,j) = 0;
for ( i = 1; i <= imax; i++ ) {
S(i,0) = 0;
sum = 0;
for ( j = 1; j <= jmax; j++ ) {
sum += T(i,j); /* Sum is the sum of this row. */
S(i,j) = S(i-1,j) + sum;
}
}
--
=Spencer W. Thomas EECS Dept, U of Michigan, Ann Arbor, MI 48109
spencer@eecs.umich.edu 313-936-2616 (8-6 E[SD]T M-F)
Technical Details
Message-ID:
<SPENCER.91Mar21113139@spline.eecs.umich.edu>Path:
arc1-ca.pugleaf.net!utzoo!utgpu!news-server.csri.toronto.edu!rpi!zaphod.mps.ohio-state.edu!caen!news.cs.indiana.edu!msi.umn.edu!umeecs!zip!spencerReferences:
<1991Mar20.003425.14767@sunee.waterloo.edu> <1991Mar20.224801.7413@leland.Stanford.EDU>Show Full Headers
Complete Article Headers
Newsgroups: comp.dsp,comp.graphics Path: arc1-ca.pugleaf.net!utzoo!utgpu!news-server.csri.toronto.edu!rpi!zaphod.mps.ohio-state.edu!caen!news.cs.indiana.edu!msi.umn.edu!umeecs!zip!spencer From: spencer@eecs.umich.edu (Spencer W. Thomas) Subject: Re: Mean Value Filter In-Reply-To: rick@hanauma.stanford.edu's message of 20 Mar 91 22:48:01 GMT Message-ID: <SPENCER.91Mar21113139@spline.eecs.umich.edu> Sender: news@zip.eecs.umich.edu Organization: University of Michigan EECS Dept References: <1991Mar20.003425.14767@sunee.waterloo.edu> <1991Mar20.224801.7413@leland.Stanford.EDU> Date: 21 Mar 91 11:31:39