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/****************************************************************/
/* image_correlation.c
/* rectangular window match: image-correlation pattern window ...
/* linear match: circular-correlation pattern target num_components
/* gcc -c -Di386 -DLinux -w -DGCC -fpic -I../c -O image_correlation.c;
ld -shared -o image_correlation.so image_correlation.o
/* cc -c -O -Dsun4 -Bstatic -I../../c cor.c
*****************************************************************/
#include "eus.h"
#include "pix.h"
#define abs(x) ((x)<0?-(x):x)
#define imgvec(img,x,y) (&((img)->imgary[(y)*(img)->twidth + x]))
#pragma init (init_object_module)
pointer image_correlation();
static void init_object_module()
{ add_module_initializer("image_correlation", image_correlation);}
static void set_pixparams(piximg, eusary)
pixel_image *piximg;
pointer eusary;
{ pointer imgp;
imgp=eusary->c.ary.entity;
/* printf("imgp=%x\n", imgp); */
piximg->imgary=
(elmtypeof(imgp)==ELM_FOREIGN)?
((unsigned char *)imgp->c.ivec.iv[0]) :
(imgp->c.str.chars);
/* printf("imgary=%x\n", piximg->imgary); */
piximg->depth=8;
piximg->twidth=intval(eusary->c.ary.dim[1]);
piximg->theight=intval(eusary->c.ary.dim[0]);
piximg->tsize=piximg->twidth*piximg->theight;
piximg->width=intval(eusary->c.ary.dim[1]);
piximg->height=intval(eusary->c.ary.dim[0]);
piximg->wsize=piximg->width * piximg->height; }
static int img_correlation1(image,pattern,x,y)
register pixel_image *image, *pattern;
register int x, y;
{ register unsigned char *img=image->imgary, *pat=pattern->imgary;
register int i, j;
register int ww=pattern->width;
register long cor, corsum=0;
int tiw=image->twidth, piw=pattern->twidth;
int wh=pattern->height;
img=imgvec(image, x, y);
pat=imgvec(pattern, 0, 0);
for (j=0; j<wh; j++) {
for (i=0; i<ww; i++) {
cor=img[i]-pat[i];
corsum+= abs(cor);}
img+=tiw; pat+=piw;
}
return(corsum);}
struct corinfo {
long corval;
long x,y;
};
static int img_correlation(image,pattern,x0,y0,size,threshold,result)
pixel_image *image, *pattern;
register int size;
register int threshold;
int x0, y0;
struct corinfo *result;
{ register unsigned char *img=image->imgary, *pat=pattern->imgary;
register int i, j;
register int x, y;
register int tiw=image->twidth, piw=pattern->twidth;
register int ww=pattern->width;
register long cor, corsum;
register int wh=pattern->height;
int found=0;
for (y=y0; y<y0+size; y++) {
for (x=x0; x<x0+size; x++) {
/* compute correlation for a particular window */
corsum=0;
img=imgvec(image, x, y);
pat=imgvec(pattern, 0, 0);
for (j=0; j<wh; j++) {
for (i=0; i<ww; i++) {
cor=img[i]-pat[i];
if (cor>0) corsum+=cor;
else corsum-=cor;}
if (corsum>threshold) goto nextwindow;
img+=tiw; pat+=piw; }
/* correlation factor for a window is obtained in corsum */
if (corsum<threshold) {
if (debug) printf("cor=%ld (%d, %d)\n", corsum, x, y);
found=1;
threshold=corsum;
result->corval=corsum;
result->x=x; result->y=y;};
/* try a next window */
nextwindow: continue;
} }
return(found);}
static pointer IMAGE_CORRELATION1(ctx,n,argv)
context *ctx;
int n;
pointer argv[];
{ pointer arg0, arg1;
pixel_image img,pat;
int x,y, cor;
ckarg(4);
set_pixparams(&img, argv[0]);
set_pixparams(&pat, argv[1]);
x=ckintval(argv[2]); y=ckintval(argv[3]);
cor=img_correlation1(&img, &pat, x, y);
return(makeint(cor));}
/* (IMAGE-CORRELATION image pattern x y size threshold) */
static pointer IMAGE_CORRELATION(ctx,n,argv)
context *ctx;
int n;
pointer argv[];
{ pointer arg0, arg1;
pixel_image img,pat;
int x,y, cor, size, threshold;
struct { long corval, x, y;} result;
ckarg(6);
set_pixparams(&img, argv[0]);
set_pixparams(&pat, argv[1]);
x=ckintval(argv[2]); y=ckintval(argv[3]);
size=ckintval(argv[4]); threshold=ckintval(argv[5]);
cor=img_correlation(&img, &pat, x, y, size, threshold, &result);
if (cor) {
vpush(makeint(result.corval));
vpush(makeint(result.x));
vpush(makeint(result.y));
return((pointer)stacknlist(ctx,3));}
else return(NIL);}
static pointer CIRCULAR_CORRELATION(ctx,n,argv)
/* Actually, this is a linear correlation. */
context *ctx;
int n;
pointer argv[];
{ unsigned char *pat1, *pat2, pat2x[1024*4];
int len, num_components, total_len, i, j, k, x, y;
int c, cor, min_cor, min_pos, max_cor, avecor, total_cor;
float fcor, flen;
pointer fcorvec, r;
numunion nu;
ckarg(3);
num_components=ckintval(argv[2]);
pat1=get_string(argv[0]);
pat2=get_string(argv[1]);
total_len=vecsize(argv[0]);
if (total_len != vecsize(argv[1])) error(E_VECSIZE);
if (total_len >=1024*3) error(E_ARRAYINDEX);
memcpy(&pat2x[0], pat2, total_len);
memcpy(&pat2x[total_len], pat2, total_len);
len=total_len/num_components;
flen=len;
fcorvec=makevector(C_FLTVECTOR, len);
vpush(fcorvec);
min_pos = -1; min_cor=0x3fffffff; max_cor=0; total_cor=0;
for (i=0; i<len; i++) {
cor=0; x=i*num_components;
for (j=0; j<len; j++) {
c=0; y=j*num_components;
for (k=0; k<num_components; k++) c += abs(pat2x[x+j+k]-pat1[j+k]);
cor += c/num_components; }
if (cor < min_cor) { min_cor=cor; min_pos=i; }
else if (cor>max_cor) max_cor=cor;
total_cor += cor;
fcorvec->c.fvec.fv[i]=(float)cor/total_len;
}
vpush(makeint(min_pos));
vpush(makeflt(min_cor/(flen*num_components)));
vpush(makeflt(total_cor/(flen*num_components*flen)));
vpush(makeflt(max_cor/(len*num_components)));
vpush(fcorvec);
r=stacknlist(ctx,5);
vpop();
return(r);}
pointer image_correlation(ctx,n,argv)
context *ctx;
int n;
pointer argv[];
{ pointer mod=argv[0];
defun(ctx,"IMAGE-CORRELATION1",mod,IMAGE_CORRELATION1,NULL);
defun(ctx,"IMAGE-CORRELATION",mod,IMAGE_CORRELATION,NULL);
defun(ctx,"CIRCULAR-CORRELATION",mod,CIRCULAR_CORRELATION,NULL);
return(NIL);
}
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