1 files changed, 396 insertions, 0 deletions

diff --git a/SD-VBS/benchmarks/texture_synthesis/src/c/texture.c b/SD-VBS/benchmarks/texture_synthesis/src/c/texture.c
new file mode 100644
index 0000000..fb0f1ae
--- /dev/null
+++ b/SD-VBS/benchmarks/texture_synthesis/src/c/texture.c
@@ -0,0 +1,396 @@
+/********************************
+Author: Sravanthi Kota Venkata
+********************************/
+
+#include "texture.h"
+#include <math.h>
+
+int vrstartx, vrfinishx, vrstarty, vrfinishy;
+extern params data;
+int* candlistx, *candlisty;
+int *atlas;
+int anotherpass=0,maxcand = 40;
+F2D *target, *result;
+int *xloopout, *yloopout;
+int *xloopin, *yloopin;
+
+double compare_rest(F2D *image,int x, int y, F2D *tar,int x1, int y1, params* data);
+
+/*********************************
+This is the main texture synthesis function. Called just once
+from main to generate image from 'image' into 'result'.
+Synthesis parameters (image and neighborhood sizes) are in global
+'data-> structure.
+*********************************/
+
+//void create_texture(F2D *image, F2D *result, params *data)
+void create_texture(F2D *image, params *data)
+{
+
+    int i,j,k, ncand, bestx,besty;
+    double diff,curdiff;
+    int tsx,tsy;
+    srand48(1);
+    candlistx = (int*)malloc(sizeof(int)*(data->localx*(data->localy+1)+1));
+    candlisty = (int*)malloc(sizeof(int)*(data->localx*(data->localy+1)+1));
+//    if(!anotherpass) init(result, image,data);
+    if(!anotherpass) init(image,data);
+    
+    for(i=0;i<data->heightout-data->localy/2;i++)
+    {
+        for(j=0;j<data->widthout;j++)
+        {
+            // First, create a list of candidates for particular pixel.
+            if(anotherpass) ncand = create_all_candidates(j,i, data);
+            else  ncand = create_candidates(j,i, data);
+
+            // If there are multiple candidates, choose the best based on L_2 norm
+
+            if(ncand > 1)
+            {
+                diff = 1e10;
+                for(k=0;k<ncand;k++)
+                {
+                    curdiff = compare_neighb(image, arrayref(candlistx,k),arrayref(candlisty,k),result,j,i, data);
+                    curdiff += compare_rest(image,arrayref(candlistx,k),arrayref(candlisty,k),target,j,i,data);
+                    if(curdiff < diff)
+                    {
+                        diff = curdiff;
+                        bestx = arrayref(candlistx,k);
+                        besty = arrayref(candlisty,k);
+                    }
+                }
+            }
+            else
+            {
+                bestx = arrayref(candlistx,0);
+                besty = arrayref(candlisty,0);
+            }
+
+            // Copy the best candidate to the output image and record its position
+            // in the atlas (atlas is used to create candidates)
+
+            asubsref(result,a(j,i,data->widthout)+R) = asubsref(image,a(bestx,besty,data->widthin)+R);
+//            asubsref(result,a(j,i,data->widthout)+G) = asubsref(image,a(bestx,besty,data->widthin)+G);
+//            asubsref(result,a(j,i,data->widthout)+B) = asubsref(image,a(bestx,besty,data->widthin)+B);
+            arrayref(atlas,aa(j,i)) = bestx;
+            arrayref(atlas,aa(j,i)+1) = besty;
+        }
+    }
+    
+    // Use full neighborhoods for the last few rows. This is a small
+    // fraction of total area - can be ignored for optimization purposes.
+
+    for(;i<data->heightout;i++)
+    {
+        for(j=0;j<data->widthout;j++)
+        {
+            ncand = create_all_candidates(j,i,data);
+            if(ncand > 1)
+            {
+                diff = 1e10;
+                for(k=0;k<ncand;k++)
+                {
+                    curdiff = compare_full_neighb(image, arrayref(candlistx,k),arrayref(candlisty,k),result,j,i, data);
+                    if(curdiff < diff)
+                    {
+                        diff = curdiff;
+                        bestx = arrayref(candlistx,k);
+                        besty = arrayref(candlisty,k);
+                    }
+                }
+            }
+            else
+            {
+                bestx = arrayref(candlistx,0);
+                besty = arrayref(candlisty,0);
+            }
+   
+            asubsref(result,a(j,i,data->widthout)+R) = asubsref(image,a(bestx,besty,data->widthin)+R);
+//            asubsref(result,a(j,i,data->widthout)+G) = asubsref(image,a(bestx,besty,data->widthin)+G);
+//            asubsref(result,a(j,i,data->widthout)+B) = asubsref(image,a(bestx,besty,data->widthin)+B);
+            arrayref(atlas,aa(j,i)) = bestx;
+            arrayref(atlas,aa(j,i)+1) = besty;
+        }
+    }
+
+    /*********************************
+    End of main texture synthesis loop
+    *********************************/
+
+    for(i=0;i<data->localy/2;i++)
+    {
+        for(j=0;j<data->widthout;j++)
+        {
+            ncand = create_all_candidates(j,i,data);
+            if(ncand > 1)
+            {
+                diff = 1e10;
+                for(k=0;k<ncand;k++)
+                {
+                    curdiff = compare_full_neighb(image,arrayref(candlistx,k),arrayref(candlisty,k),result,j,i, data);
+                    if(curdiff < diff)
+                    {
+                        diff = curdiff;
+                        bestx = arrayref(candlistx,k);
+                        besty = arrayref(candlisty,k);
+                    }
+                }
+            }
+            else
+            {
+                bestx = arrayref(candlistx,0);
+                besty = arrayref(candlisty,0);
+            }
+   
+            asubsref(result,a(j,i,data->widthout)+R) = asubsref(image,a(bestx,besty,data->widthin)+R);
+//            asubsref(result,a(j,i,data->widthout)+G) = asubsref(image,a(bestx,besty,data->widthin)+G);
+//            asubsref(result,a(j,i,data->widthout)+B) = asubsref(image,a(bestx,besty,data->widthin)+B);
+            arrayref(atlas,aa(j,i)) = bestx;
+            arrayref(atlas,aa(j,i)+1) = besty;
+        }
+    }
+}
+
+// Creates a list of valid candidates for given pixel using only L-shaped causal area
+
+int create_candidates(int x,int y, params* data)
+{
+    int address,i,j,k,n = 0;
+    for(i=0;i<=data->localy/2;i++)
+    {
+        for(j=-data->localx/2;j<=data->localx/2;j++)
+        {
+            if(i==0 && j>=0) 
+                continue;
+            address = aa( arrayref(xloopout,x+j), arrayref(yloopout,y-i) );
+            arrayref(candlistx,n) = arrayref(atlas,address) - j;
+            arrayref(candlisty,n) = arrayref(atlas,address+1) + i;
+
+            if( arrayref(candlistx,n) >= vrfinishx || arrayref(candlistx,n) < vrstartx) 
+            {
+                arrayref(candlistx,n) = vrstartx + (int)(drand48()*(vrfinishx-vrstartx));
+                arrayref(candlisty,n) = vrstarty + (int)(drand48()*(vrfinishy-vrstarty));
+                n++;
+                continue;
+            }
+
+            if( arrayref(candlisty,n) >= vrfinishy )
+            {
+                arrayref(candlisty,n) = vrstarty + (int)(drand48()*(vrfinishy-vrstarty));
+                arrayref(candlistx,n) = vrstartx + (int)(drand48()*(vrfinishx-vrstartx));
+                n++;
+                continue;
+            }
+            
+            for(k=0;k<n;k++)
+            {
+                if( arrayref(candlistx,n) == arrayref(candlistx,k) && arrayref(candlisty,n) == arrayref(candlisty,k))
+                { 
+                    n--; 
+                    break;
+                }
+            }
+            n++;
+        }
+    }
+        
+    return n;
+}
+
+// Created a list of candidates using the complete square around the pixel
+
+int create_all_candidates(int x,int y, params* data)
+{
+    int address,i,j,k,n = 0;
+    for(i=-data->localy/2;i<=data->localy/2;i++)
+    {
+        for(j=-data->localx/2;j<=data->localx/2;j++)
+        {
+            if(i==0 && j>=0) 
+                continue;
+//            printf("Entering = (%d,%d)\n", i,j);
+            address = aa( arrayref(xloopout,x+j), arrayref(yloopout,y-i) );
+            arrayref(candlistx,n) = arrayref(atlas,address)-j;
+            arrayref(candlisty,n) = arrayref(atlas,address+1)+i;
+
+            if( arrayref(candlistx,n) >= vrfinishx || arrayref(candlistx,n) < vrstartx) 
+            {
+                arrayref(candlistx,n) = vrstartx + (int)(drand48()*(vrfinishx-vrstartx));
+                arrayref(candlisty,n) = vrstarty + (int)(drand48()*(vrfinishy-vrstarty));
+                n++;
+//                printf("1: (%d,%d)\t%d\n", i,j,n);
+                continue;
+            }
+
+            if( arrayref(candlisty,n) >= vrfinishy || arrayref(candlisty,n) < vrstarty)
+            {
+                arrayref(candlisty,n) = vrstarty + (int)(drand48()*(vrfinishy-vrstarty));
+                arrayref(candlistx,n) = vrstartx + (int)(drand48()*(vrfinishx-vrstartx));
+                n++;
+//                printf("2: (%d,%d)\t%d\n", i,j,n);
+                continue;
+            }
+
+            for(k=0;k<n;k++)
+            {
+                if( arrayref(candlistx,n) == arrayref(candlistx,k) && arrayref(candlisty,n) == arrayref(candlisty,k) )
+                { 
+                    n--; 
+//                    printf("3: (%d,%d)\t%d\n", i,j,n);
+                    break;
+                }
+            }
+            n++;
+//            printf("4: (%d,%d)\t%d\n", i,j,n);
+        }
+    }
+    
+    return n;
+}
+
+// Initializes the output image and atlases to a random collection of pixels
+
+//void init(F2D *result, F2D *image, params* data)
+void init(F2D *image, params* data)
+{
+    int i,j,tmpx,tmpy;
+    vrstartx = data->localx/2; vrstarty = data->localy/2;
+    vrfinishx = data->widthin-data->localx/2;
+    vrfinishy = data->heightin-data->localy/2;
+    for(i=0;i<data->heightout;i++)
+    {
+        for(j=0;j<data->widthout;j++)
+        {
+            if(
+            asubsref(target,a(j,i,data->widthout)+R) == 1.0
+//            && asubsref(target,a(j,i,data->widthout)+G) == 1.0
+//            && asubsref(target,a(j,i,data->widthout)+B) == 1.0
+            )
+            {
+                tmpx = vrstartx + (int)(drand48()*(vrfinishx-vrstartx));
+                tmpy = vrstarty + (int)(drand48()*(vrfinishy-vrstarty));
+                if(!anotherpass)
+                {
+                    arrayref(atlas,aa(j,i)) = tmpx; 
+                    arrayref(atlas,aa(j,i)+1) = tmpy;
+                    asubsref(result,a(j,i,data->widthout)+R) = asubsref(image,a(tmpx,tmpy,data->widthin)+R);
+//                    asubsref(result,a(j,i,data->widthout)+G) = asubsref(image,a(tmpx,tmpy,data->widthin)+G);
+//                    asubsref(result,a(j,i,data->widthout)+B) = asubsref(image,a(tmpx,tmpy,data->widthin)+B);
+                }
+            }
+        }
+    }
+    
+    return;
+}
+
+
+// Compares two square neighborhoods, returns L_2 difference
+
+double compare_full_neighb(F2D *image,int x, int y, F2D *image1,int x1, int y1, params* data)
+{
+    double tmp,res = 0;
+    int i,j,addr,addr1;
+    for(i=-(data->localy/2);i<=data->localy/2;i++)
+    {
+        for(j=-(data->localx/2);j<=data->localx/2;j++)
+        {
+            if( !( i > 0 && y1 > data->localy && y1+i < data->heightout) )
+            {
+                addr = a(x+j,y+i,data->widthin);
+                addr1 = a( arrayref(xloopout,x1+j), arrayref(yloopout,y1+i), data->widthout);
+
+                tmp = asubsref(image,addr+R) - asubsref(image1,addr1+R);
+                res += tmp*tmp;
+//                tmp = asubsref(image,addr+G) - asubsref(image1,addr1+G);
+//                res += tmp*tmp;
+//                tmp = asubsref(image,addr+B) - asubsref(image1,addr1+B);
+//                res += tmp*tmp;
+            }
+        }
+    }
+
+    return res;
+}
+
+// Compares two L-shaped neighborhoods, returns L_2 difference
+
+double compare_neighb(F2D *image,int x, int y, F2D *image1,int x1, int y1, params* data)
+{
+    double tmp,res = 0;
+    int i,j,addr1,addr;
+    for(i=-(data->localy/2);i<0;i++)
+    {
+        for(j=-(data->localx/2);j<=data->localx/2;j++)
+        {
+            addr = a(x+j,y+i,data->widthin);
+            addr1 = a( arrayref(xloopout,x1+j), arrayref(yloopout,y1+i), data->widthout);
+
+            tmp = asubsref(image,addr+R) - asubsref(image1,addr1+R);
+            res += tmp*tmp;
+//            tmp = asubsref(image,addr+G) - asubsref(image1,addr1+G);
+//            res += tmp*tmp;
+//            tmp = asubsref(image,addr+B) - asubsref(image1,addr1+B);
+//            res += tmp*tmp;
+        }
+    }
+ 
+    for(j=-(data->localx/2);j<0;j++)
+    {
+        addr = a(x+j,y,data->widthin);
+        addr1 = a( arrayref(xloopout,x1+j), y1, data->widthout);
+
+        tmp = asubsref(image,addr+R) - asubsref(image1,addr1+R);
+        res += tmp*tmp;
+//        tmp = asubsref(image,addr+G) - asubsref(image1,addr1+G);
+//        res += tmp*tmp;
+//        tmp = asubsref(image,addr+B) - asubsref(image1,addr1+B);
+//        res += tmp*tmp;
+    }
+
+    return res;
+}
+
+double compare_rest(F2D *image,int x, int y, F2D *tar,int x1, int y1, params* data)
+{
+    double tmp,res = 0;
+    int i,j,addr,addr1;
+
+    for(i=(data->localy/2);i>0;i--)
+    {
+        for(j=-(data->localx/2);j<=data->localx/2;j++)
+        {
+            addr = a(x+j,y+i,data->widthin);
+            addr1 = a( arrayref(xloopout,x1+j), arrayref(yloopout,y1+i), data->widthout);
+
+            if( asubsref(tar,addr1+R) != 1.0) //KVS?
+            {
+                tmp = asubsref(image,addr+R) - asubsref(tar,addr1+R);
+                res += tmp*tmp;
+//                tmp = asubsref(image,addr+G) - asubsref(tar,addr1+G);
+//                res += tmp*tmp;
+//                tmp = asubsref(image,addr+B) - asubsref(tar,addr1+B);
+//                res += tmp*tmp;
+            }
+        }
+    }
+ 
+    for(j=(data->localx/2);j>0;j--)
+    {
+        addr = a(x+j,y,data->widthin);
+        addr1 = a( arrayref(xloopout,x1+j), y1, data->widthout);
+        if( asubsref(tar,addr1+R) != 1.0)   // KVS?
+        {
+            tmp = asubsref(image,addr+R) - asubsref(tar,addr1+R);
+            res += tmp*tmp;
+//            tmp = asubsref(image,addr+G) - asubsref(tar,addr1+G);
+//            res += tmp*tmp;
+//            tmp = asubsref(image,addr+B) - asubsref(tar,addr1+B);
+//            res += tmp*tmp;
+        }
+    }
+
+    return res;
+}
+