📄 dbdec2.m
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function [a,b,c,d]=dbdec2(x,N)
%dbdec2 2-D Daubchies decompose
%[a b c d]=dbdec2(x,N)
rhcoef=dbaux(N);
sx=size(x);
%extention matrix size
ex=ex_mat(x,N);
%calculate the db coef
[hcoef,gcoef]=rh2g(rhcoef);
lhcoef=length(hcoef);
%db transform
lex=size(ex);
lrout=sx(1)+2*(N-1);
lcout=sx(2)+2*(N-1);
if sx(1)==1
%1-D
cah=conv2(ex,hcoef)*sqrt(2);
a=cah(1,lhcoef:2:lhcoef+lcout-1);
cbh=conv2(ex,gcoef)*sqrt(2);
b=cbh(1,lhcoef:2:lhcoef+lcout-1);
else
%2-D
cah=conv2(ex,hcoef)*sqrt(2);
ca=(conv2(cah',hcoef))'*sqrt(2);
a=ca(lhcoef:2:lhcoef+lrout-1,lhcoef:2:lhcoef+lcout-1);
cbh=conv2(ex,gcoef)*sqrt(2);
cb=(conv2(cah',gcoef))'*sqrt(2);
b=cb(lhcoef:2:lhcoef+lrout-1,lhcoef:2:lhcoef+lcout-1);
cc=(conv2(cbh',hcoef))'*sqrt(2);
c=cc(lhcoef:2:lhcoef+lrout-1,lhcoef:2:lhcoef+lcout-1);
cd=(conv2(cbh',gcoef))'*sqrt(2);
d=cd(lhcoef:2:lhcoef+lrout-1,lhcoef:2:lhcoef+lcout-1);
end
%-----------------------------------------------------%
% Internal Function(s)
%-----------------------------------------------------%
function a=ex_mat(c,N)
sx=size(c);
lf=2*(N-1);
dlf=2*lf;
if N>1
if sx(1)==1
a=exh(c,N);
if mod(sx(2),2)
a(sx(2)+dlf+1)=a(sx(2));
end
else
for i=1:sx(1)
tempa(i,:)=exh(c(i,:),N);
end
for j=1:sx(2)+dlf
a(:,j)=(exh(tempa(:,j)',N))';
end
if mod(sx(1),2)
a(sx(1)+dlf+1,:)=a(sx(1),:);
end
if mod(sx(2),2)
a(:,sx(2)+dlf+1)=a(:,sx(2));
end
end
else
a=c;
if sx(1)==1
if mod(sx(2),2)
a(sx(2)+1)=a(sx(2));
end
else
if mod(sx(1),2)
a(sx(1)+1,:)=a(sx(1),:);
end
if mod(sx(2),2)
a(:,sx(2)+1)=a(:,sx(2));
end
end
end
%-----------------------------------------------------%
% Internal Function(s)
%-----------------------------------------------------%
function a=exh(c,N)
sx=size(c);
lf=2*(N-1);
dlf=2*lf;
a(lf+1:lf+sx(2))=c;
if lf<=sx(2)
a(lf+1:lf+sx(2))=c;
a(lf:-1:1)=c(1:lf);
a(sx(2)+lf+1:sx(2)+dlf)=c(sx(2):-1:sx(2)-lf+1);
else
llf=lf;
rlf=lf;
for i=1:round(lf/sx(2)-0.5)
llf1=lf-i*sx(2);
rlf1=lf+i*sx(2);
a(llf:-1:llf1+1)=a(rlf+1:rlf1);
rlf2=lf+2*sx(2)-i*sx(2);
a(rlf1+1:rlf1+sx(2))=a(rlf2:-1:rlf2-sx(2)+1);
llf=llf1;
rlf=rlf1;
end
re=mod(lf,sx(2));
if re
a(1:re)=a(rlf+re:-1:rlf+1);
a(dlf+sx(2)-re+1:dlf+sx(2))=a(rlf2-i*sx(2):-1:rlf2-i*sx(2)-re+1);
end
end
%-----------------------------------------------------%
% Internal Function(s)
%-----------------------------------------------------%
function [h,g]=rh2g(rh)
%rh2g Calculate the db coef
for i=1:length(rh)
g(i)=(-1)^i*rh(i);
end
h=rh(length(rh):-1:1);
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