From f618466c25d43f3bae9e40920273bf77de1e1149 Mon Sep 17 00:00:00 2001
From: leochanj105 <leochanj@live.unc.edu>
Date: Mon, 19 Oct 2020 23:09:30 -0400
Subject: initial sd-vbs

initial sd-vbs

add sd-vbs

sd-vbs
---
 .../src/c/script_texture_synthesis.c               | 197 ++++++++++
 .../benchmarks/texture_synthesis/src/c/texture.c   | 396 +++++++++++++++++++++
 .../benchmarks/texture_synthesis/src/c/texture.h   |  48 +++
 3 files changed, 641 insertions(+)
 create mode 100644 SD-VBS/benchmarks/texture_synthesis/src/c/script_texture_synthesis.c
 create mode 100644 SD-VBS/benchmarks/texture_synthesis/src/c/texture.c
 create mode 100644 SD-VBS/benchmarks/texture_synthesis/src/c/texture.h

(limited to 'SD-VBS/benchmarks/texture_synthesis/src/c')

diff --git a/SD-VBS/benchmarks/texture_synthesis/src/c/script_texture_synthesis.c b/SD-VBS/benchmarks/texture_synthesis/src/c/script_texture_synthesis.c
new file mode 100644
index 0000000..01ddefd
--- /dev/null
+++ b/SD-VBS/benchmarks/texture_synthesis/src/c/script_texture_synthesis.c
@@ -0,0 +1,197 @@
+/********************************
+Author: Sravanthi Kota Venkata
+********************************/
+
+#include "texture.h"
+#include <malloc.h>
+#include "extra.h"
+#define TEXTURE_MEM 1<<28
+int WIDTHin,HEIGHTin;
+F2D *target, *result;
+int WIDTH,HEIGHT;
+int localx, localy,targetin=0;
+int *atlas;
+int *xloopin, *yloopin;
+int *xloopout, *yloopout;
+
+int  main(int argc, char **argv)
+{
+    SET_UP
+    mallopt(M_TOP_PAD, TEXTURE_MEM);
+    mallopt(M_MMAP_MAX, 0);
+    params* data;
+    I2D *im;
+    F2D* image;
+    data = malloc(sizeof(params));
+    im = parse_flags(argc, argv);
+    image = fiDeepCopy(im);
+    init_params(data);
+
+    printf("start.\n");
+    for_each_job{
+        create_texture(image, data);
+    }
+    printf("end..\n");
+#ifdef CHECK
+{
+    int ret=0;
+#ifdef GENERATE_OUTPUT
+    fWriteMatrix(result, argv[1]);
+#endif
+    ret = fSelfCheck(result, "expected_C.txt", 1.0);
+    if(ret < 0)
+        printf("Error in Texture Synthesis\n");
+}
+#endif
+    iFreeHandle(im);
+    fFreeHandle(image);
+    free(data);
+    fFreeHandle(target);
+    fFreeHandle(result);
+    free(atlas);
+    WRITE_TO_FILE
+    return 0;
+}
+
+I2D* parse_flags(int argc, char ** argv)
+{
+    int i, tsx,tsy;
+    I2D* image;
+    char fileNm[256];
+
+    printf("Input image: ");
+    scanf("%s", fileNm);
+    image = readImage(fileNm);
+    WIDTHin = image->width;
+    HEIGHTin = image->height;
+
+    localx = 3;
+    localy = 3;
+
+#ifdef test
+    WIDTH = WIDTHin*2;
+    HEIGHT = HEIGHTin*2;
+    localx = 2;
+    localy = 2;
+#endif
+#ifdef sim_fast
+    WIDTH = WIDTHin*2;
+    HEIGHT = HEIGHTin*2;
+    localx = 3;
+    localy = 3;
+#endif
+#ifdef sim
+    WIDTH = WIDTHin*3;
+    HEIGHT = HEIGHTin*3;
+    localx = 2;
+    localy = 2;
+#endif
+#ifdef sqcif
+    WIDTH = WIDTHin*6;
+    HEIGHT = HEIGHTin*6;
+    localx = 2;
+    localy = 2;
+#endif
+#ifdef qcif
+    WIDTH = WIDTHin*10;
+    HEIGHT = HEIGHTin*10;
+    localx = 2;
+    localy = 2;
+#endif
+#ifdef cif
+    WIDTH = WIDTHin*10;
+    HEIGHT = HEIGHTin*10;
+    localx = 3;
+    localy = 3;
+#endif
+#ifdef vga
+    WIDTH = WIDTHin*20;
+    HEIGHT = HEIGHTin*20;
+    localx = 3;
+    localy = 3;
+#endif
+#ifdef fullhd
+    WIDTH = WIDTHin*20;
+    HEIGHT = HEIGHTin*20;
+    localx = 15;
+    localy = 15;
+#endif
+#ifdef wuxga
+    WIDTH = WIDTHin*20;
+    HEIGHT = HEIGHTin*20;
+    localx = 5;
+    localy = 5;
+#endif
+    printf("Input size\t\t- (%dx%d)\n", HEIGHTin, WIDTHin);
+
+//    xloopin = malloc(2*WIDTHin*sizeof(int));
+//    yloopin = malloc(2*HEIGHTin*sizeof(int));
+//
+//    for(i=-WIDTHin/2;i<WIDTHin+WIDTHin/2;i++)
+//    {
+//        arrayref(xloopin,i+WIDTHin/2) = (WIDTHin+i)%WIDTHin;
+//    }
+//
+//    for(i=-HEIGHTin/2;i<HEIGHTin+HEIGHTin/2;i++)
+//    {
+//        arrayref(yloopin,i+HEIGHTin/2) = (HEIGHTin+i)%HEIGHTin;
+//    }
+//    xloopin += WIDTHin/2; yloopin += HEIGHTin/2;
+
+    result = fMallocHandle(1,HEIGHT*WIDTH);
+    target = fMallocHandle(1, WIDTH*HEIGHT);
+ 
+    atlas = malloc(2*WIDTH*HEIGHT*sizeof(int));
+    xloopout = malloc(2*WIDTH*sizeof(int));
+    yloopout = malloc(2*HEIGHT*sizeof(int));
+    
+    for(i=-WIDTH/2;i<WIDTH+WIDTH/2;i++)
+    {
+        arrayref(xloopout,i+WIDTH/2) = (WIDTH+i)%WIDTH;
+    }
+    for(i=-HEIGHT/2;i<HEIGHT+HEIGHT/2;i++)
+    {
+        arrayref(yloopout,i+HEIGHT/2) = (HEIGHT+i)%HEIGHT;
+    }
+    xloopout += WIDTH/2; yloopout += HEIGHT/2;
+
+    if (result == NULL)
+    {
+        printf("Can't allocate %dx%d image. Exiting.\n",WIDTH,HEIGHT);
+        exit(1);
+    }
+
+    return image;
+}
+
+void init_params(params *data)
+{
+    int i,j;
+    data->localx = localx; data->localy = localy;
+    data->widthin = WIDTHin; data->widthout = WIDTH;
+    data->heightin = HEIGHTin; data->heightout = HEIGHT;
+
+
+    if(!targetin)
+    {
+        for(i=0;i<data->heightout;i++)
+        {
+            for(j=0;j<data->widthout;j++)
+            {
+                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;
+            }
+        }
+    }
+ 
+    for(i=0;i<data->heightout;i++)
+    {
+        for(j=0;j<data->widthout;j++)
+        {
+            asubsref(result,a(j,i,data->widthout)+R)  = 1.0;
+//            asubsref(result,a(j,i,data->widthout)+G)  = 1.0;
+//            asubsref(result,a(j,i,data->widthout)+B)  = 1.0;
+        }
+    }
+}
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;
+}
+
diff --git a/SD-VBS/benchmarks/texture_synthesis/src/c/texture.h b/SD-VBS/benchmarks/texture_synthesis/src/c/texture.h
new file mode 100644
index 0000000..9819c03
--- /dev/null
+++ b/SD-VBS/benchmarks/texture_synthesis/src/c/texture.h
@@ -0,0 +1,48 @@
+/********************************
+Author: Sravanthi Kota Venkata
+********************************/
+
+#ifndef _TEXTURE_
+#define _TEXTURE_
+
+#include "sdvbs_common.h"
+
+#define R 0
+#define G 1
+#define B 2
+#define a(x,y,W)        (1*((y)*(W)+(x)))
+#define aa(x,y) (2*((y)*data->widthout+(x)))
+
+typedef float pixelvalue;
+
+typedef struct
+{
+ double sign, diff;
+ int x,y;
+ int secondx, secondy;
+}signature;
+
+typedef struct{
+ int localx, localy, localz;
+ int widthin, widthout;
+ int heightin, heightout; 
+ int nfin, nfout;
+}params;
+
+void *SIGNATURES;
+
+//void create_texture(F2D *image, F2D *result, params *data);
+void create_texture(F2D *image, params *data);
+I2D* parse_flags(int argc, char ** argv);
+void init_params(params *data);
+//void init(F2D *result, F2D *image, params* data);
+void init(F2D *image, params* data);
+double compare_full_neighb(F2D *image,int x, int y, F2D *image1,int x1, int y1, params* data);
+double compare_neighb(F2D *image,int x, int y, F2D *image1,int x1, int y1, params* data);
+int create_candidates(int x,int y, params* data);
+int create_all_candidates(int x,int y, params* data);
+
+#endif
+
+
+
-- 
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