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authorsiddhu89902017-06-21 15:18:15 +0530
committersiddhu89902017-06-21 15:18:15 +0530
commit9abc909f1a02c7c0262e2d53b13504c7ee324fda (patch)
treeba4dfe442b9735204ede017eb0d20f179a5c4b4e /2.3-1/src/c/signalProcessing/transforms
parent34bffcd2d147db6733499af5b6f32996d847a733 (diff)
parent5efb98c6773576e39a33df5cfc89979c07031a6a (diff)
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Merged Ukasha's work, code generation for control loop changed
Diffstat (limited to '2.3-1/src/c/signalProcessing/transforms')
-rw-r--r--2.3-1/src/c/signalProcessing/transforms/dct/cdcta.c177
-rw-r--r--2.3-1/src/c/signalProcessing/transforms/dct/ddcta.c160
-rw-r--r--2.3-1/src/c/signalProcessing/transforms/dct/zdcta.c177
-rw-r--r--2.3-1/src/c/signalProcessing/transforms/idct/cidcta.c97
-rw-r--r--2.3-1/src/c/signalProcessing/transforms/idct/didcta.c83
-rw-r--r--2.3-1/src/c/signalProcessing/transforms/idct/zidcta.c97
6 files changed, 791 insertions, 0 deletions
diff --git a/2.3-1/src/c/signalProcessing/transforms/dct/cdcta.c b/2.3-1/src/c/signalProcessing/transforms/dct/cdcta.c
new file mode 100644
index 00000000..5bc27929
--- /dev/null
+++ b/2.3-1/src/c/signalProcessing/transforms/dct/cdcta.c
@@ -0,0 +1,177 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Ukasha Noor
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "dct.h"
+#include "addition.h"
+#include "types.h"
+#include "floatComplex.h"
+/*#include "matrixMultiplication"*/
+/*#include <fftw3.h>*/
+#include <math.h>
+
+void cdcta(floatComplex *in,int row,int col,int sign,floatComplex *out)
+{
+ int i,j,k,u,v;
+ int n;
+ int x,y;
+ float res,ress;
+ float re,z,q,m;
+ floatComplex accu = DoubleComplex(0, 0);
+ floatComplex temp,mm;
+ if(sign==-1)
+ {
+ if(row==1)
+ {
+ n=col;
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=FloatComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ temp=in[y]*(cos(((M_PI)*(y+1-1./2.)*(x))/n));
+ out[x]=cadds(out[x],temp);
+ }
+ }
+ if(x==0)
+ out[x]*=1./(sqrt(n));
+ else
+ {
+ float res=2./n;
+ out[x]*=sqrt(res);
+ }
+ }
+ }
+ }
+ else
+ {
+ n=col*row;
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=FloatComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ temp=FloatComplex(0,0);
+ mm=FloatComplex(0,0);
+ for(j=0;j<col;j++)
+ {
+ y=j*row+i;
+ z=(float)(((float)j+1.0/2.0)*(float)v);
+ q=(float)(M_PI/(float)col);
+ mm=in[y]*(cos(q*z));
+ temp=cadds(temp,mm);
+ }
+ z=(float)(((float)i+1.0/2.0)*(float)u);
+ q=(float)(M_PI/(float)row);
+ temp*=cos(q*z);
+ out[x]=cadds(out[x],temp);
+ }
+ if(u==0)
+ {
+ out[x]*=1./sqrt((float)row);
+ if(v==0)
+ out[x]*=1./sqrt((float)col);
+ else
+ out[x]*=sqrt(2./col);
+ }
+ else
+ {
+ out[x]*=sqrt(2./row);
+ if(v==0)
+ out[x]*=1./sqrt((float)col);
+ else
+ out[x]*=sqrt(2./col);
+ }
+ }
+ }
+ }
+ }
+ else if(sign==1)
+ {
+ n=col;
+ if(row==1)
+ {
+ res=1./sqrt(n);
+ ress=sqrt(2./n);
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=FloatComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ if(y==0)
+ {
+ q=res*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=cadds(out[x],in[y]*q);
+ }
+ else
+ {
+ q=ress*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=cadds(out[x],in[y]*q);
+ }
+ }
+ }
+ }
+
+ }
+ }
+ else
+ {
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=FloatComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ mm=FloatComplex(0,0);
+ temp=FloatComplex(0,0);
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ mm=in[j*row+i];
+ z=(float)(((float)v+1.0/2.0)*(float)j);
+ q=(float)(M_PI/(float)col);
+ mm=mm*(cos(q*z));
+ if(j==0)
+ temp=cadds(temp,mm*(1./sqrt((float)col)));
+ else
+ temp=cadds(temp,mm*sqrt(2./col));
+ }
+ z=(float)(((float)u+1.0/2.0)*(float)i);
+ q=(float)(M_PI/(float)row);
+ if(i==0)
+ out[x]=cadds(out[x],temp*((cos(z*q))*(1./sqrt(row))));
+ else
+ out[x]=cadds(out[x],temp*((cos(z*q))*sqrt(2./row)));
+ }
+ }
+ }
+ }
+ }
+}
diff --git a/2.3-1/src/c/signalProcessing/transforms/dct/ddcta.c b/2.3-1/src/c/signalProcessing/transforms/dct/ddcta.c
new file mode 100644
index 00000000..3802c816
--- /dev/null
+++ b/2.3-1/src/c/signalProcessing/transforms/dct/ddcta.c
@@ -0,0 +1,160 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Ukasha Noor
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "dct.h"
+/*#include <fftw3.h>*/
+#include <math.h>
+
+void ddcta(double *in,int row,int col,int sign,double *out)
+{
+ int i,j,k,u,v;
+ int n;
+ int x,y;
+ double res,ress;
+ double re,z,q,m;
+ if(sign==-1)
+ {
+ if(row==1)
+ {
+ n=col;
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=0;
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ out[x]+=in[y]*(cos(((M_PI)*(y+1-1./2.)*(x))/n));
+ }
+ }
+ if(x==0)
+ out[x]*=1./(sqrt(n));
+ else
+ {
+ double res=2./n;
+ out[x]*=sqrt(res);
+ }
+ }
+ }
+ }
+ else
+ {
+ n=col*row;
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=0;
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ for(j=0;j<col;j++)
+ {
+ m=(double)in[j*row+i];
+ z=(double)(((double)j+1.0/2.0)*(double)v);
+ q=(double)(M_PI/(double)col);
+ re+=m*(cos(q*z));
+ }
+ z=(double)(((double)i+1.0/2.0)*(double)u);
+ q=(double)(M_PI/(double)row);
+ out[x]+=re*(cos(q*z));
+ }
+ if(u==0)
+ {
+ out[x]/=sqrt((double)row);
+ if(v==0)
+ out[x]/=sqrt((double)col);
+ else
+ out[x]*=sqrt(2./col);
+ }
+ else
+ {
+ out[x]*=sqrt(2./row);
+ if(v==0)
+ out[x]/=sqrt((double)col);
+ else
+ out[x]*=sqrt(2./col);
+ }
+ }
+ }
+
+ }
+ }
+ else if(sign==1)
+ {
+ n=col;
+ if(row==1)
+ {
+ res=1./sqrt(n);
+ ress=sqrt(2./n);
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=0;
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ if(y==0)
+ out[x]+=res*in[y]*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ else
+ out[x]+=ress*in[y]*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ }
+ }
+ }
+
+ }
+ }
+ else
+ {
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=0;
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ m=(double)in[j*row+i];
+ z=(double)(((double)v+1.0/2.0)*(double)j);
+ q=(double)(M_PI/(double)col);
+ m=m*(cos(q*z));
+ if(j==0)
+ re+=m/sqrt((double)col);
+ else
+ re+=m*sqrt(2./col);
+ }
+ z=(double)(((double)u+1.0/2.0)*(double)i);
+ q=(double)(M_PI/(double)row);
+ if(i==0)
+ out[x]+=(re*(cos(z*q)))/sqrt((double)row);
+ else
+ out[x]+=(re*(cos(z*q))*sqrt(2./row));
+ }
+ }
+ }
+ }
+ }
+}
diff --git a/2.3-1/src/c/signalProcessing/transforms/dct/zdcta.c b/2.3-1/src/c/signalProcessing/transforms/dct/zdcta.c
new file mode 100644
index 00000000..0204d682
--- /dev/null
+++ b/2.3-1/src/c/signalProcessing/transforms/dct/zdcta.c
@@ -0,0 +1,177 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Ukasha Noor
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "dct.h"
+#include "addition.h"
+#include "types.h"
+#include "doubleComplex.h"
+/*#include "matrixMultiplication"*/
+/*#include <fftw3.h>*/
+#include <math.h>
+
+void zdcta(doubleComplex *in,int row,int col,int sign,doubleComplex *out)
+{
+ int i,j,k,u,v;
+ int n;
+ int x,y;
+ double res,ress;
+ double re,z,q,m;
+ doubleComplex accu = DoubleComplex(0, 0);
+ doubleComplex temp,mm;
+ if(sign==-1)
+ {
+ if(row==1)
+ {
+ n=col;
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=DoubleComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ temp=in[y]*(cos(((M_PI)*(y+1-1./2.)*(x))/n));
+ out[x]=zadds(out[x],temp);
+ }
+ }
+ if(x==0)
+ out[x]*=1./(sqrt(n));
+ else
+ {
+ double res=2./n;
+ out[x]*=sqrt(res);
+ }
+ }
+ }
+ }
+ else
+ {
+ n=col*row;
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=DoubleComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ temp=DoubleComplex(0,0);
+ mm=DoubleComplex(0,0);
+ for(j=0;j<col;j++)
+ {
+ y=j*row+i;
+ z=(double)(((double)j+1.0/2.0)*(double)v);
+ q=(double)(M_PI/(double)col);
+ mm=in[y]*(cos(q*z));
+ temp=zadds(temp,mm);
+ }
+ z=(double)(((double)i+1.0/2.0)*(double)u);
+ q=(double)(M_PI/(double)row);
+ temp*=cos(q*z);
+ out[x]=zadds(out[x],temp);
+ }
+ if(u==0)
+ {
+ out[x]*=1./sqrt((double)row);
+ if(v==0)
+ out[x]*=1./sqrt((double)col);
+ else
+ out[x]*=sqrt(2./col);
+ }
+ else
+ {
+ out[x]*=sqrt(2./row);
+ if(v==0)
+ out[x]*=1./sqrt((double)col);
+ else
+ out[x]*=sqrt(2./col);
+ }
+ }
+ }
+ }
+ }
+ else if(sign==1)
+ {
+ n=col;
+ if(row==1)
+ {
+ res=1./sqrt(n);
+ ress=sqrt(2./n);
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=DoubleComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ if(y==0)
+ {
+ q=res*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=zadds(out[x],in[y]*q);
+ }
+ else
+ {
+ q=ress*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=zadds(out[x],in[y]*q);
+ }
+ }
+ }
+ }
+
+ }
+ }
+ else
+ {
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=DoubleComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ mm=DoubleComplex(0,0);
+ temp=DoubleComplex(0,0);
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ mm=in[j*row+i];
+ z=(double)(((double)v+1.0/2.0)*(double)j);
+ q=(double)(M_PI/(double)col);
+ mm=mm*(cos(q*z));
+ if(j==0)
+ temp=zadds(temp,mm*(1./sqrt((double)col)));
+ else
+ temp=zadds(temp,mm*sqrt(2./col));
+ }
+ z=(double)(((double)u+1.0/2.0)*(double)i);
+ q=(double)(M_PI/(double)row);
+ if(i==0)
+ out[x]=zadds(out[x],temp*((cos(z*q))*(1./sqrt(row))));
+ else
+ out[x]=zadds(out[x],temp*((cos(z*q))*sqrt(2./row)));
+ }
+ }
+ }
+ }
+ }
+}
diff --git a/2.3-1/src/c/signalProcessing/transforms/idct/cidcta.c b/2.3-1/src/c/signalProcessing/transforms/idct/cidcta.c
new file mode 100644
index 00000000..ec0df0c7
--- /dev/null
+++ b/2.3-1/src/c/signalProcessing/transforms/idct/cidcta.c
@@ -0,0 +1,97 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Ukasha Noor
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "idct.h"
+#include "addition.h"
+#include "types.h"
+#include "floatComplex.h"
+/*#include "matrixMultiplication"*/
+/*#include <fftw3.h>*/
+#include <math.h>
+
+void cidcta(floatComplex *in,int row,int col,floatComplex *out)
+{
+ int i,j,k,u,v;
+ int n=col;
+ int x,y;
+ float res,ress;
+ float re,z,q,m;
+ floatComplex accu = DoubleComplex(0, 0);
+ floatComplex temp,mm;
+ if(row==1)
+ {
+ res=1./sqrt(n);
+ ress=sqrt(2./n);
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=FloatComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ if(y==0)
+ {
+ q=res*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=cadds(out[x],in[y]*q);
+ }
+ else
+ {
+ q=ress*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=cadds(out[x],in[y]*q);
+ }
+ }
+ }
+ }
+
+ }
+ }
+ else
+ {
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=FloatComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ mm=FloatComplex(0,0);
+ temp=FloatComplex(0,0);
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ mm=in[j*row+i];
+ z=(float)(((float)v+1.0/2.0)*(float)j);
+ q=(float)(M_PI/(float)col);
+ mm=mm*(cos(q*z));
+ if(j==0)
+ temp=cadds(temp,mm*(1./sqrt((float)col)));
+ else
+ temp=cadds(temp,mm*sqrt(2./col));
+ }
+ z=(float)(((float)u+1.0/2.0)*(float)i);
+ q=(float)(M_PI/(float)row);
+ if(i==0)
+ out[x]=cadds(out[x],temp*((cos(z*q))*(1./sqrt(row))));
+ else
+ out[x]=cadds(out[x],temp*((cos(z*q))*sqrt(2./row)));
+ }
+ }
+ }
+ }
+}
diff --git a/2.3-1/src/c/signalProcessing/transforms/idct/didcta.c b/2.3-1/src/c/signalProcessing/transforms/idct/didcta.c
new file mode 100644
index 00000000..5f475160
--- /dev/null
+++ b/2.3-1/src/c/signalProcessing/transforms/idct/didcta.c
@@ -0,0 +1,83 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Ukasha Noor
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "idct.h"
+/*#include <fftw3.h>*/
+#include <math.h>
+
+void didcta(double *in,int row,int col,double *out)
+{
+ int i,j,k,u,v;
+ int n=col;
+ int x,y;
+ double res,ress;
+ double re,z,q,m;
+ if(row==1)
+ {
+ res=1./sqrt(n);
+ ress=sqrt(2./n);
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=0;
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ if(y==0)
+ out[x]+=res*in[y]*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ else
+ out[x]+=ress*in[y]*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ }
+ }
+ }
+
+ }
+ }
+ else
+ {
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=0;
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ m=(double)in[j*row+i];
+ z=(double)(((double)v+1.0/2.0)*(double)j);
+ q=(double)(M_PI/(double)col);
+ m=m*(cos(q*z));
+ if(j==0)
+ re+=m/sqrt((double)col);
+ else
+ re+=m*sqrt(2./col);
+ }
+ z=(double)(((double)u+1.0/2.0)*(double)i);
+ q=(double)(M_PI/(double)row);
+ if(i==0)
+ out[x]+=(re*(cos(z*q)))/sqrt((double)row);
+ else
+ out[x]+=(re*(cos(z*q))*sqrt(2./row));
+ }
+ }
+ }
+ }
+}
diff --git a/2.3-1/src/c/signalProcessing/transforms/idct/zidcta.c b/2.3-1/src/c/signalProcessing/transforms/idct/zidcta.c
new file mode 100644
index 00000000..2177b18c
--- /dev/null
+++ b/2.3-1/src/c/signalProcessing/transforms/idct/zidcta.c
@@ -0,0 +1,97 @@
+/* Copyright (C) 2016 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Ukasha Noor
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+*/
+
+
+#include "idct.h"
+#include "addition.h"
+#include "types.h"
+#include "doubleComplex.h"
+/*#include "matrixMultiplication"*/
+/*#include <fftw3.h>*/
+#include <math.h>
+
+void zidcta(doubleComplex *in,int row,int col,doubleComplex *out)
+{
+ int i,j,k,u,v;
+ int n=col;
+ int x,y;
+ double res,ress;
+ double re,z,q,m;
+ doubleComplex accu = DoubleComplex(0, 0);
+ doubleComplex temp,mm;
+ if(row==1)
+ {
+ res=1./sqrt(n);
+ ress=sqrt(2./n);
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=DoubleComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ if(y==0)
+ {
+ q=res*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=zadds(out[x],in[y]*q);
+ }
+ else
+ {
+ q=ress*(cos(((M_PI)*(j)*(v+1./2.))/n));
+ out[x]=zadds(out[x],in[y]*q);
+ }
+ }
+ }
+ }
+
+ }
+ }
+ else
+ {
+ for(u=0;u<row;u++)
+ {
+ for(v=0;v<col;v++)
+ {
+ x=v*row+u;
+ out[x]=DoubleComplex(0,0);
+ for(i=0;i<row;i++)
+ {
+ re=0;
+ mm=DoubleComplex(0,0);
+ temp=DoubleComplex(0,0);
+ for(j=0;j<col;j++)
+ {
+ y=row*j+i;
+ mm=in[j*row+i];
+ z=(double)(((double)v+1.0/2.0)*(double)j);
+ q=(double)(M_PI/(double)col);
+ mm=mm*(cos(q*z));
+ if(j==0)
+ temp=zadds(temp,mm*(1./sqrt((double)col)));
+ else
+ temp=zadds(temp,mm*sqrt(2./col));
+ }
+ z=(double)(((double)u+1.0/2.0)*(double)i);
+ q=(double)(M_PI/(double)row);
+ if(i==0)
+ out[x]=zadds(out[x],temp*((cos(z*q))*(1./sqrt(row))));
+ else
+ out[x]=zadds(out[x],temp*((cos(z*q))*sqrt(2./row)));
+ }
+ }
+ }
+ }
+}