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how to apply DWT on a image and to extract energy from all the coeffecients?

Asked by Benitta glara on 5 Oct 2012

how to apply DWT on a image and to extract energy from all the coeffecients?

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Benitta glara

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Answer by Wayne King on 5 Oct 2012
Edited by Wayne King on 5 Oct 2012

You can obtain a measure of relative contribution (percentage of energy in each of the detail images and the approximation image) with this:

load woman;
dwtmode('per');
[C,S] = wavedec(X,1,'db4');
TE = norm(C,2)^2;
[ca,ch,cv,cd] = dwt2(X,'db4','mode','per');
app_per = 100*(sum(abs(ca(:)).^2))/TE;
horiz_per = 100*(sum(abs(ch(:)).^2))/TE;
vert_per = 100*(sum(abs(cv(:)).^2))/TE;
diag_per = 100*(sum(abs(cd(:)).^2))/TE;

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Wayne King

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