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/************************************************/
/* Test RSPL in 3D with weak default function */
/************************************************/
/* Author: Graeme Gill
* Date: 20/11/2005
* Derived from cmatch.c
* Copyright 1995, 2005 Graeme W. Gill
*
* This material is licenced under the GNU AFFERO GENERAL PUBLIC LICENSE Version 3 :-
* see the License.txt file for licencing details.
*/
#define DEBUG
#define DETAILED
#include <stdio.h>
#include <stdlib.h>
#include <fcntl.h>
#include <math.h>
#include "aconfig.h"
#include "rspl.h"
#include "tiffio.h"
#include "plot.h"
#include "ui.h"
#ifdef NEVER
#define INTERP spline_interp
#else
#define INTERP interp
#endif
#ifdef NEVER
FILE *verbose_out = stdout;
int verbose_level = 6; /* Current verbosity level */
/* 0 = none */
/* !0 = diagnostics */
#endif /* NEVER */
#define PLOTRES 256
#define WIDTH 400 /* Raster size */
#define HEIGHT 400
#define MAX_ITS 500
#define IT_TOL 0.0005
#define GRES0 33 /* Default rspl resolutions */
#define GRES1 33
#define GRES2 33
#undef NEVER
#define ALWAYS
/* two correction points along x = y = 0.5 */
co test_points1[] = {
// {{ 0.5, 0.5, 0.325 },{ 0.4 }}, /* 0 */
// {{ 0.5, 0.5, 0.625 },{ 0.70 }} /* 1 */
{{ 0.4, 0.4, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.4, 0.4, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.5, 0.4, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.5, 0.4, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.6, 0.4, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.6, 0.4, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.4, 0.5, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.4, 0.5, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.5, 0.5, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.5, 0.5, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.6, 0.5, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.6, 0.5, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.4, 0.6, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.4, 0.6, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.5, 0.6, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.5, 0.6, 0.625 },{ 0.8 }}, /* 1 */
{{ 0.6, 0.6, 0.325 },{ 0.5 }}, /* 0 */
{{ 0.6, 0.6, 0.625 },{ 0.8 }} /* 1 */
};
#ifdef NEVER
#ifdef __STDC__
#include <stdarg.h>
void error(char *fmt, ...), warning(char *fmt, ...), verbose(int level, char *fmt, ...);
#else
#include <varargs.h>
void error(), warning(), verbose();
#endif
#endif /* NEVER */
void write_rgb_tiff(char *name, int width, int height, unsigned char *data);
/* Weak default function */
/* Linear along z, independent of x & y */
static void wfunc(void *cbntx, double *out, double *in) {
out[0] = in[2];
}
void usage(void) {
fprintf(stderr,"Test 3D rspl interpolation with weak default function\n");
fprintf(stderr,"Author: Graeme W. Gill\n");
fprintf(stderr,"usage: t2d [options]\n");
fprintf(stderr," -t n Test set:\n");
fprintf(stderr," * 1 = two points along x & y\n");
fprintf(stderr," -w wweight Set weak default function weight (default 1.0)\n");
fprintf(stderr," -r resx,resy,resz Set grid resolutions (def %d %d %d)\n",GRES0,GRES1,GRES2);
fprintf(stderr," -h Test half scale resolution too\n");
fprintf(stderr," -q Test quarter scale resolution too\n");
fprintf(stderr," -x Use auto smoothing\n");
fprintf(stderr," -s Test symetric smoothness (set asymetric -r !)\n");
fprintf(stderr," -s Test symetric smoothness\n");
fprintf(stderr," -p plot 4 slices, xy = 0.5, yz = 0.5, xz = 0.5, x=y=z\n");
exit(1);
}
int main(int argc, char *argv[]) {
int fa,nfa; /* argument we're looking at */
rspl *rss; /* Regularized spline structure */
rspl *rss2 = NULL; /* Regularized spline structure at half/quarter resolution */
datai low,high;
int gres[MXDI];
int gres2[MXDI];
double avgdev[MXDO];
co *test_points = test_points1;
int npoints = sizeof(test_points1)/sizeof(co);
double wweight = 1.0;
int autosm = 0;
int dosym = 0;
int doplot = 0;
int doh = 0;
int doq = 0;
int rsv;
int flags = RSPL_NOFLAGS;
low[0] = 0.0;
low[1] = 0.0;
low[2] = 0.0;
high[0] = 1.0;
high[1] = 1.0;
high[2] = 1.0;
gres[0] = GRES0;
gres[1] = GRES1;
gres[2] = GRES2;
avgdev[0] = 0.0;
avgdev[1] = 0.0;
avgdev[2] = 0.0;
/* Process the arguments */
for(fa = 1;fa < argc;fa++) {
nfa = fa; /* skip to nfa if next argument is used */
if (argv[fa][0] == '-') { /* Look for any flags */
char *na = NULL; /* next argument after flag, null if none */
if (argv[fa][2] != '\000')
na = &argv[fa][2]; /* next is directly after flag */
else {
if ((fa+1) < argc) {
if (argv[fa+1][0] != '-') {
nfa = fa + 1;
na = argv[nfa]; /* next is seperate non-flag argument */
}
}
}
if (argv[fa][1] == '?')
usage();
/* test set */
else if (argv[fa][1] == 't' || argv[fa][1] == 'T') {
int ix;
fa = nfa;
if (na == NULL) usage();
ix = atoi(na);
switch (ix) {
case 1:
test_points = test_points1;
npoints = sizeof(test_points1)/sizeof(co);
break;
default:
usage();
}
} else if (argv[fa][1] == 'w' || argv[fa][1] == 'W') {
fa = nfa;
if (na == NULL) usage();
wweight = atof(na);
} else if (argv[fa][1] == 'r' || argv[fa][1] == 'R') {
fa = nfa;
if (na == NULL) usage();
if (sscanf(na, " %d,%d,%d ", &gres[0], &gres[1], &gres[2]) != 2)
usage();
} else if (argv[fa][1] == 'h' || argv[fa][1] == 'H') {
doh = 1;
} else if (argv[fa][1] == 'q' || argv[fa][1] == 'Q') {
doh = 1;
doq = 1;
} else if (argv[fa][1] == 'p' || argv[fa][1] == 'P') {
doplot = 1;
} else if (argv[fa][1] == 's' || argv[fa][1] == 'S') {
dosym = 1;
} else if (argv[fa][1] == 'x') {
autosm = 1;
} else if (argv[fa][1] == 's') {
dosym = 1;
} else
usage();
} else
break;
}
if (autosm)
flags |= RSPL_AUTOSMOOTH;
if (dosym)
flags |= RSPL_SYMDOMAIN;
/* Create the object */
rss = new_rspl(RSPL_NOFLAGS, 3, 1);
/* Fit to scattered data */
rss->fit_rspl_df(rss,
flags, /* Non-mon and clip flags */
test_points, /* Test points */
npoints, /* Number of test points */
low, high, gres, /* Low, high, resolution of grid */
low, high, /* Default data scale */
1.0, /* Smoothing */
avgdev, /* Average Deviation */
NULL, /* iwidth */
wweight, /* weak function weight */
NULL, /* No context */
wfunc /* Weak function */
);
if (doh) {
if (doq) {
gres2[0] = gres[0]/4;
gres2[1] = gres[1]/4;
gres2[2] = gres[2]/4;
} else {
gres2[0] = gres[0]/2;
gres2[1] = gres[1]/2;
gres2[2] = gres[2]/2;
}
rss2 = new_rspl(RSPL_NOFLAGS, 3, 1);
/* Fit to scattered data */
rss2->fit_rspl_df(rss2,
flags, /* Non-mon and clip flags */
test_points, /* Test points */
npoints, /* Number of test points */
low, high, gres2, /* Low, high, resolution of grid */
low, high, /* Default data scale */
1.0, /* Smoothing */
avgdev, /* Average Deviation */
NULL, /* iwidth */
wweight, /* weak function weight */
NULL, /* No context */
wfunc /* Weak function */
);
}
/* Test the interpolation with a slice in 2D */
for (rsv = 0; rsv <= doh; rsv++) {
double z[2][2] = { { 0.1, 0.5 }, { 0.5, 0.9 } };
double x1 = -0.2;
double x2 = 1.2;
double y1 = -0.2;
double y2 = 1.2;
double min = -0.0;
double max = 1.0;
rspl *rs;
unsigned char pa[HEIGHT][WIDTH][3];
co tco; /* Test point */
double sx,sy;
int i,j,k;
if (rsv == 0)
rs = rss;
else
rs = rss2;
sx = (x2 - x1)/(double)WIDTH;
sy = (y2 - y1)/(double)HEIGHT;
for (j=0; j < HEIGHT; j++) {
double jj = j/(HEIGHT-1.0);
tco.p[1] = (double)((HEIGHT-1) - j) * sy + y1;
for (i = 0; i < WIDTH; i++) {
double ii = j/(HEIGHT-1.0);
tco.p[0] = (double)i * sx + x1;
tco.p[2] = (1.0-ii) * (1.0-jj) * z[0][0]
+ (1.0-ii) * jj * z[0][1]
+ ii * (1.0-jj) * z[1][0]
+ ii * jj * z[1][1];
if (rs->INTERP(rs, &tco)) {
pa[j][i][0] = 0; /* Out of bounds in green */
pa[j][i][1] = 100;
pa[j][i][2] = 0;
} else {
int m;
/* printf("%d %d, %f %f returned %f\n",i,j,tco.p[0],tco.p[1],tco.v[0]); */
m = (int)((255.0 * (tco.v[0] - min)/(max - min)) + 0.5);
if (m < 0) {
pa[j][i][0] = 20; /* Dark blue */
pa[j][i][1] = 20;
pa[j][i][2] = 50;
} else if (m > 255) {
pa[j][i][0] = 230; /* Light blue */
pa[j][i][1] = 230;
pa[j][i][2] = 255;
} else {
pa[j][i][0] = m; /* Level in grey */
pa[j][i][1] = m;
pa[j][i][2] = m;
}
}
}
}
/* Mark verticies in red */
for(k = 0; k < npoints; k++) {
j = (int)((HEIGHT * (y2 - test_points[k].p[1])/(y2 - y1)) + 0.5);
i = (int)((WIDTH * (test_points[k].p[0] - x1)/(x2 - x1)) + 0.5);
pa[j][i][0] = 255;
pa[j][i][1] = 0;
pa[j][i][2] = 0;
}
write_rgb_tiff(rsv == 0 ? "t3d.tif" : "t3dh.tif" ,WIDTH,HEIGHT,(unsigned char *)pa);
}
/* Plot out 4 slices */
if (doplot) {
int slice;
for (slice = 0; slice < 4; slice++) {
co tp; /* Test point */
double x[PLOTRES];
double ya[PLOTRES];
double yb[PLOTRES];
double xx,yy,zz;
double x1,x2,y1,y2,z1,z2;
double sx,sy,sz;
int i,n;
/* Set up slice to plot */
if (slice == 0) {
x1 = 0.5; y1 = 0.5, z1 = 0.0;
x2 = 0.5; y2 = 0.5, z2 = 1.0;
printf("Plot along z at x = y = 0.5\n");
n = PLOTRES;
} else if (slice == 1) {
x1 = 0.0; y1 = 0.5, z1 = 0.5;
x2 = 1.0; y2 = 0.5, z2 = 0.5;
printf("Plot along x at y = z = 0.5\n");
n = PLOTRES;
} else if (slice == 2) {
x1 = 0.5; y1 = 0.0, z1 = 0.5;
x2 = 0.5; y2 = 1.0, z2 = 0.5;
printf("Plot along y at x = z = 0.5\n");
n = PLOTRES;
} else {
x1 = 0.0; y1 = 0.0, z1 = 0.0;
x2 = 1.0; y2 = 1.0, z2 = 1.0;
printf("Plot along x = y = z\n");
n = PLOTRES;
}
sx = (x2 - x1)/n;
sy = (y2 - y1)/n;
sz = (z2 - z1)/n;
xx = x1;
yy = y1;
zz = z1;
for (i = 0; i < n; i++) {
double vv = i/(n-1.0);
x[i] = vv;
tp.p[0] = xx;
tp.p[1] = yy;
tp.p[2] = zz;
if (rss->INTERP(rss, &tp))
tp.v[0] = -0.1;
ya[i] = tp.v[0];
if (doh) {
if (rss2->INTERP(rss2, &tp))
tp.v[0] = -0.1;
yb[i] = tp.v[0];
}
xx += sx;
yy += sy;
zz += sz;
}
/* Plot the result */
if (doh)
do_plot(x,ya,yb,NULL,n);
else
do_plot(x,ya,NULL,NULL,n);
}
}
/* Report the fit */
{
co tco; /* Test point */
int k;
double avg = 0;
double max = 0.0;
for(k = 0; k < npoints; k++) {
double err;
tco.p[0] = test_points[k].p[0];
tco.p[1] = test_points[k].p[1];
tco.p[2] = test_points[k].p[2];
rss->INTERP(rss, &tco);
err = tco.v[0] - test_points[k].v[0];
err = fabs(err);
avg += err;
if (err > max)
max = err;
}
avg /= (double)npoints;
printf("Max error %f%%, average %f%%\n",100.0 * max, 100.0 * avg);
}
return 0;
}
/* ---------------------- */
/* Tiff diagnostic output */
void
write_rgb_tiff(
char *name,
int width,
int height,
unsigned char *data
) {
int y;
unsigned char *dp;
TIFF *tif;
if ((tif = TIFFOpen(name, "w")) == NULL) {
fprintf(stderr,"Failed to open output TIFF file '%s'\n",name);
exit (-1);
}
TIFFSetField(tif, TIFFTAG_IMAGEWIDTH, width);
TIFFSetField(tif, TIFFTAG_IMAGELENGTH, height);
TIFFSetField(tif, TIFFTAG_ORIENTATION, ORIENTATION_TOPLEFT);
TIFFSetField(tif, TIFFTAG_SAMPLESPERPIXEL, 3);
TIFFSetField(tif, TIFFTAG_BITSPERSAMPLE, 8);
TIFFSetField(tif, TIFFTAG_PLANARCONFIG, PLANARCONFIG_CONTIG);
TIFFSetField(tif, TIFFTAG_PHOTOMETRIC, PHOTOMETRIC_RGB);
TIFFSetField(tif, TIFFTAG_COMPRESSION, COMPRESSION_NONE);
for (dp = data, y = 0; y < height; y++, dp += 3 * width) {
if (TIFFWriteScanline(tif, (tdata_t)dp, y, 0) < 0) {
fprintf(stderr,"WriteScanline Failed at line %d\n",y);
exit (-1);
}
}
(void) TIFFClose(tif);
}
#ifdef NEVER
/******************************************************************/
/* Error/debug output routines */
/******************************************************************/
/* Basic printf type error() and warning() routines */
#ifdef __STDC__
void
error(char *fmt, ...)
#else
void
error(va_alist)
va_dcl
#endif
{
va_list args;
#ifndef __STDC__
char *fmt;
#endif
fprintf(stderr,"cmatch: Error - ");
#ifdef __STDC__
va_start(args, fmt);
#else
va_start(args);
fmt = va_arg(args, char *);
#endif
vfprintf(stderr, fmt, args);
va_end(args);
fprintf(stderr, "\n");
fflush(stdout);
exit (-1);
}
#ifdef __STDC__
void
warning(char *fmt, ...)
#else
void
warning(va_alist)
va_dcl
#endif
{
va_list args;
#ifndef __STDC__
char *fmt;
#endif
fprintf(stderr,"cmatch: Warning - ");
#ifdef __STDC__
va_start(args, fmt);
#else
va_start(args);
fmt = va_arg(args, char *);
#endif
vfprintf(stderr, fmt, args);
va_end(args);
fprintf(stderr, "\n");
}
#ifdef __STDC__
void
verbose(int level, char *fmt, ...)
{
va_list args;
va_start(args, fmt);
#else
verbose(va_alist)
va_dcl
{
va_list args;
int level;
char *fmt;
va_start(args);
level = va_arg(args, int);
fmt = va_arg(args, char *);
#endif
if (verbose_level >= level)
{
fprintf(verbose_out,"cmatch: ");
vfprintf(verbose_out, fmt, args);
fprintf(verbose_out, "\n");
fflush(verbose_out);
}
va_end(args);
}
#endif /* NEVER */
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