void FindEMD(PIX *pix1, PIX *pix2,
l_float32 *pdistr, l_float32 *pdistg, l_float32 *pdistb)
{
NUMA *nar1, *nar2, *nag1, *nag2, *nab1, *nab2;
pixGetColorHistogram(pix1, 1, &nar1, &nag1, &nab1);
pixGetColorHistogram(pix2, 1, &nar2, &nag2, &nab2);
numaEarthMoverDistance(nar1, nar2, pdistr);
numaEarthMoverDistance(nag1, nag2, pdistg);
numaEarthMoverDistance(nab1, nab2, pdistb);
numaDestroy(&nar1);
numaDestroy(&nar2);
numaDestroy(&nag1);
numaDestroy(&nag2);
numaDestroy(&nab1);
numaDestroy(&nab2);
return;
}
int main(int argc,
char **argv) {
l_int32 i, w, h, d, rotflag;
PIX *pixs, *pixt, *pixd;
l_float32 angle, deg2rad, pops, ang;
char *filein, *fileout;
static char mainName[] = "rotatetest1";
if (argc != 4)
return ERROR_INT(" Syntax: rotatetest1 filein angle fileout",
mainName, 1);
filein = argv[1];
angle = atof(argv[2]);
fileout = argv[3];
deg2rad = 3.1415926535 / 180.;
if ((pixs = pixRead(filein)) == NULL)
return ERROR_INT("pix not made", mainName, 1);
if (pixGetDepth(pixs) == 1) {
pixt = pixScaleToGray3(pixs);
pixDestroy(&pixs);
pixs = pixAddBorderGeneral(pixt, 1, 0, 1, 0, 255);
pixDestroy(&pixt);
}
pixGetDimensions(pixs, &w, &h, &d);
fprintf(stderr, "w = %d, h = %d\n", w, h);
#if 0
/* repertory of rotation operations to choose from */
pixd = pixRotateAM(pixs, deg2rad * angle, L_BRING_IN_WHITE);
pixd = pixRotateAMColor(pixs, deg2rad * angle, 0xffffff00);
pixd = pixRotateAMColorFast(pixs, deg2rad * angle, 255);
pixd = pixRotateAMCorner(pixs, deg2rad * angle, L_BRING_IN_WHITE);
pixd = pixRotateShear(pixs, w /2, h / 2, deg2rad * angle,
L_BRING_IN_WHITE);
pixd = pixRotate3Shear(pixs, w /2, h / 2, deg2rad * angle,
L_BRING_IN_WHITE);
pixRotateShearIP(pixs, w / 2, h / 2, deg2rad * angle); pixd = pixs;
#endif
#if 0
/* timing of shear rotation */
for (i = 0; i < NITERS; i++) {
pixd = pixRotateShear(pixs, (i * w) / NITERS,
(i * h) / NITERS, deg2rad * angle,
L_BRING_IN_WHITE);
pixDisplay(pixd, 100 + 20 * i, 100 + 20 * i);
pixDestroy(&pixd);
}
#endif
#if 0
/* timing of in-place shear rotation */
for (i = 0; i < NITERS; i++) {
pixRotateShearIP(pixs, w/2, h/2, deg2rad * angle, L_BRING_IN_WHITE);
/* pixRotateShearCenterIP(pixs, deg2rad * angle, L_BRING_IN_WHITE); */
pixDisplay(pixs, 100 + 20 * i, 100 + 20 * i);
}
pixd = pixs;
if (pixGetDepth(pixd) == 1)
pixWrite(fileout, pixd, IFF_PNG);
else
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixs);
#endif
#if 0
/* timing of various rotation operations (choose) */
startTimer();
w = pixGetWidth(pixs);
h = pixGetHeight(pixs);
for (i = 0; i < NTIMES; i++) {
pixd = pixRotateShearCenter(pixs, deg2rad * angle, L_BRING_IN_WHITE);
pixDestroy(&pixd);
}
pops = (l_float32)(w * h * NTIMES / 1000000.) / stopTimer();
fprintf(stderr, "vers. 1, mpops: %f\n", pops);
startTimer();
w = pixGetWidth(pixs);
h = pixGetHeight(pixs);
for (i = 0; i < NTIMES; i++) {
pixRotateShearIP(pixs, w/2, h/2, deg2rad * angle, L_BRING_IN_WHITE);
}
pops = (l_float32)(w * h * NTIMES / 1000000.) / stopTimer();
fprintf(stderr, "shear, mpops: %f\n", pops);
pixWrite(fileout, pixs, IFF_PNG);
for (i = 0; i < NTIMES; i++) {
pixRotateShearIP(pixs, w/2, h/2, -deg2rad * angle, L_BRING_IN_WHITE);
}
pixWrite("/usr/tmp/junkout", pixs, IFF_PNG);
#endif
#if 0
/* area-mapping rotation operations */
pixd = pixRotateAM(pixs, deg2rad * angle, L_BRING_IN_WHITE);
/* pixd = pixRotateAMColorFast(pixs, deg2rad * angle, 255); */
if (pixGetDepth(pixd) == 1)
pixWrite(fileout, pixd, IFF_PNG);
else
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
#endif
#if 0
/* compare the standard area-map color rotation with
* the fast area-map color rotation, on a pixel basis */
{
PIX *pix1, *pix2;
NUMA *nar, *nag, *nab, *naseq;
GPLOT *gplot;
startTimer();
pix1 = pixRotateAMColor(pixs, 0.12, 0xffffff00);
fprintf(stderr, " standard color rotate: %7.2f sec\n", stopTimer());
pixWrite("junkcolor1", pix1, IFF_JFIF_JPEG);
startTimer();
pix2 = pixRotateAMColorFast(pixs, 0.12, 0xffffff00);
fprintf(stderr, " fast color rotate: %7.2f sec\n", stopTimer());
pixWrite("junkcolor2", pix2, IFF_JFIF_JPEG);
pixd = pixAbsDifference(pix1, pix2);
pixGetColorHistogram(pixd, 1, &nar, &nag, &nab);
naseq = numaMakeSequence(0., 1., 256);
gplot = gplotCreate("junk_absdiff", GPLOT_X11, "Number vs diff",
"diff", "number");
gplotAddPlot(gplot, naseq, nar, GPLOT_POINTS, "red");
gplotAddPlot(gplot, naseq, nag, GPLOT_POINTS, "green");
gplotAddPlot(gplot, naseq, nab, GPLOT_POINTS, "blue");
gplotMakeOutput(gplot);
pixDestroy(&pix1);
pixDestroy(&pix2);
pixDestroy(&pixd);
numaDestroy(&nar);
numaDestroy(&nag);
numaDestroy(&nab);
numaDestroy(&naseq);
gplotDestroy(&gplot);
}
#endif
/* Do a succession of 180 7-degree rotations in a cw
* direction, and unwind the result with another set in
* a ccw direction. Although there is a considerable amount
* of distortion after successive rotations, after all
* 360 rotations, the resulting image is restored to
* its original pristine condition! */
#if 1
rotflag = L_ROTATE_AREA_MAP;
/* rotflag = L_ROTATE_SHEAR; */
/* rotflag = L_ROTATE_SAMPLING; */
ang = 7.0 * deg2rad;
pixGetDimensions(pixs, &w, &h, NULL);
pixd = pixRotate(pixs, ang, rotflag, L_BRING_IN_WHITE, w, h);
pixWrite("junkrot7", pixd, IFF_PNG);
for (i = 1; i < 180; i++) {
pixs = pixd;
pixd = pixRotate(pixs, ang, rotflag, L_BRING_IN_WHITE, w, h);
if ((i % 30) == 0) pixDisplay(pixd, 600, 0);
pixDestroy(&pixs);
}
pixWrite("junkspin", pixd, IFF_PNG);
pixDisplay(pixd, 0, 0);
for (i = 0; i < 180; i++) {
pixs = pixd;
pixd = pixRotate(pixs, -ang, rotflag, L_BRING_IN_WHITE, w, h);
if (i && (i % 30) == 0) pixDisplay(pixd, 600, 500);
pixDestroy(&pixs);
}
pixWrite("junkunspin", pixd, IFF_PNG);
pixDisplay(pixd, 0, 500);
pixDestroy(&pixd);
#endif
return 0;
}
main(int argc,
char **argv)
{
PIX *pixs;
l_int32 d;
static char mainName[] = "scaletest2";
if (argc != 2)
return ERROR_INT(" Syntax: scaletest2 filein", mainName, 1);
if ((pixs = pixRead(argv[1])) == NULL)
return ERROR_INT("pixs not made", mainName, 1);
d = pixGetDepth(pixs);
#if 1
/* Integer scale-to-gray functions */
if (d == 1)
{
PIX *pixd;
pixd = pixScaleToGray2(pixs);
pixWrite("/tmp/s2g_2x", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray3(pixs);
pixWrite("/tmp/s2g_3x", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray4(pixs);
pixWrite("/tmp/s2g_4x", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray6(pixs);
pixWrite("/tmp/s2g_6x", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray8(pixs);
pixWrite("/tmp/s2g_8x", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray16(pixs);
pixWrite("/tmp/s2g_16x", pixd, IFF_PNG);
pixDestroy(&pixd);
}
#endif
#if 1
/* Various non-integer scale-to-gray, compared with
* with different ways of getting similar results */
if (d == 1)
{
PIX *pixt, *pixd;
pixd = pixScaleToGray8(pixs);
pixWrite("/tmp/s2g_8.png", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray(pixs, 0.124);
pixWrite("/tmp/s2g_124.png", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd = pixScaleToGray(pixs, 0.284);
pixWrite("/tmp/s2g_284.png", pixd, IFF_PNG);
pixDestroy(&pixd);
pixt = pixScaleToGray4(pixs);
pixd = pixScaleBySampling(pixt, 284./250., 284./250.);
pixWrite("/tmp/s2g_284.2.png", pixd, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
pixt = pixScaleToGray4(pixs);
pixd = pixScaleGrayLI(pixt, 284./250., 284./250.);
pixWrite("/tmp/s2g_284.3.png", pixd, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
pixt = pixScaleBinary(pixs, 284./250., 284./250.);
pixd = pixScaleToGray4(pixt);
pixWrite("/tmp/s2g_284.4.png", pixd, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
pixt = pixScaleToGray4(pixs);
pixd = pixScaleGrayLI(pixt, 0.49, 0.49);
pixWrite("/tmp/s2g_42.png", pixd, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
pixt = pixScaleToGray4(pixs);
pixd = pixScaleSmooth(pixt, 0.49, 0.49);
pixWrite("/tmp/s2g_4sm.png", pixd, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
pixt = pixScaleBinary(pixs, .16/.125, .16/.125);
pixd = pixScaleToGray8(pixt);
pixWrite("/tmp/s2g_16.png", pixd, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
pixd = pixScaleToGray(pixs, .16);
pixWrite("/tmp/s2g_16.2.png", pixd, IFF_PNG);
pixDestroy(&pixd);
}
#endif
#if 1
/* Antialiased (smoothed) reduction, along with sharpening */
if (d != 1)
{
PIX *pixt1, *pixt2;
startTimer();
pixt1 = pixScaleSmooth(pixs, 0.154, 0.154);
fprintf(stderr, "fast scale: %5.3f sec\n", stopTimer());
pixDisplayWithTitle(pixt1, 0, 0, "smooth scaling", DISPLAY);
pixWrite("/tmp/smooth1.png", pixt1, IFF_PNG);
pixt2 = pixUnsharpMasking(pixt1, 1, 0.3);
pixWrite("/tmp/smooth2.png", pixt2, IFF_PNG);
pixDisplayWithTitle(pixt2, 200, 0, "sharp scaling", DISPLAY);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
}
#endif
#if 1
/* Test a large range of scale-to-gray reductions */
if (d == 1)
{
l_int32 i;
l_float32 scale;
PIX *pixd;
for (i = 2; i < 15; i++) {
scale = 1. / (l_float32)i;
startTimer();
pixd = pixScaleToGray(pixs, scale);
fprintf(stderr, "Time for scale %7.3f: %7.3f sec\n",
scale, stopTimer());
pixDisplayWithTitle(pixd, 75 * i, 100, "scaletogray", DISPLAY);
pixDestroy(&pixd);
}
for (i = 8; i < 14; i++) {
scale = 1. / (l_float32)(2 * i);
startTimer();
pixd = pixScaleToGray(pixs, scale);
fprintf(stderr, "Time for scale %7.3f: %7.3f sec\n",
scale, stopTimer());
pixDisplayWithTitle(pixd, 100 * i, 600, "scaletogray", DISPLAY);
pixDestroy(&pixd);
}
}
#endif
#if 1
/* Test the same range of scale-to-gray mipmap reductions */
if (d == 1)
{
l_int32 i;
l_float32 scale;
PIX *pixd;
for (i = 2; i < 15; i++) {
scale = 1. / (l_float32)i;
startTimer();
pixd = pixScaleToGrayMipmap(pixs, scale);
fprintf(stderr, "Time for scale %7.3f: %7.3f sec\n",
scale, stopTimer());
pixDisplayWithTitle(pixd, 75 * i, 100, "scale mipmap", DISPLAY);
pixDestroy(&pixd);
}
for (i = 8; i < 12; i++) {
scale = 1. / (l_float32)(2 * i);
startTimer();
pixd = pixScaleToGrayMipmap(pixs, scale);
fprintf(stderr, "Time for scale %7.3f: %7.3f sec\n",
scale, stopTimer());
pixDisplayWithTitle(pixd, 100 * i, 600, "scale mipmap", DISPLAY);
pixDestroy(&pixd);
}
}
#endif
#if 1
/* Test several methods for antialiased reduction,
* along with sharpening */
if (d != 1)
{
PIX *pixt1, *pixt2, *pixt3, *pixt4, *pixt5, *pixt6, *pixt7;
l_float32 SCALING = 0.27;
l_int32 SIZE = 7;
l_int32 smooth;
l_float32 FRACT = 1.0;
smooth = SIZE / 2;
startTimer();
pixt1 = pixScaleSmooth(pixs, SCALING, SCALING);
fprintf(stderr, "fast scale: %5.3f sec\n", stopTimer());
pixDisplayWithTitle(pixt1, 0, 0, "smooth scaling", DISPLAY);
pixWrite("/tmp/sm_1.png", pixt1, IFF_PNG);
pixt2 = pixUnsharpMasking(pixt1, 1, 0.3);
pixDisplayWithTitle(pixt2, 150, 0, "sharpened scaling", DISPLAY);
startTimer();
pixt3 = pixBlockconv(pixs, smooth, smooth);
pixt4 = pixScaleBySampling(pixt3, SCALING, SCALING);
fprintf(stderr, "slow scale: %5.3f sec\n", stopTimer());
pixDisplayWithTitle(pixt4, 200, 200, "sampled scaling", DISPLAY);
pixWrite("/tmp/sm_2.png", pixt4, IFF_PNG);
startTimer();
pixt5 = pixUnsharpMasking(pixs, smooth, FRACT);
pixt6 = pixBlockconv(pixt5, smooth, smooth);
pixt7 = pixScaleBySampling(pixt6, SCALING, SCALING);
fprintf(stderr, "very slow scale + sharp: %5.3f sec\n", stopTimer());
pixDisplayWithTitle(pixt7, 500, 200, "sampled scaling", DISPLAY);
pixWrite("/tmp/sm_3.jpg", pixt7, IFF_JFIF_JPEG);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixDestroy(&pixt5);
pixDestroy(&pixt6);
pixDestroy(&pixt7);
}
#endif
#if 1
/* Test the color scaling function, comparing the
* special case of scaling factor 2.0 with the
* general case. */
if (d == 32)
{
PIX *pix1, *pix2, *pixd;
NUMA *nar, *nag, *nab, *naseq;
GPLOT *gplot;
startTimer();
pix1 = pixScaleColorLI(pixs, 2.00001, 2.0);
fprintf(stderr, " Time with regular LI: %7.3f\n", stopTimer());
pixWrite("/tmp/color1.jpg", pix1, IFF_JFIF_JPEG);
startTimer();
pix2 = pixScaleColorLI(pixs, 2.0, 2.0);
fprintf(stderr, " Time with 2x LI: %7.3f\n", stopTimer());
pixWrite("/tmp/color2.jpg", pix2, IFF_JFIF_JPEG);
pixd = pixAbsDifference(pix1, pix2);
pixGetColorHistogram(pixd, 1, &nar, &nag, &nab);
naseq = numaMakeSequence(0., 1., 256);
gplot = gplotCreate("/tmp/plot_absdiff", GPLOT_X11, "Number vs diff",
"diff", "number");
gplotSetScaling(gplot, GPLOT_LOG_SCALE_Y);
gplotAddPlot(gplot, naseq, nar, GPLOT_POINTS, "red");
gplotAddPlot(gplot, naseq, nag, GPLOT_POINTS, "green");
gplotAddPlot(gplot, naseq, nab, GPLOT_POINTS, "blue");
gplotMakeOutput(gplot);
pixDestroy(&pix1);
pixDestroy(&pix2);
pixDestroy(&pixd);
numaDestroy(&naseq);
numaDestroy(&nar);
numaDestroy(&nag);
numaDestroy(&nab);
gplotDestroy(&gplot);
}
#endif
#if 1
/* Test the gray LI scaling function, comparing the
* special cases of scaling factor 2.0 and 4.0 with the
* general case */
if (d == 8 || d == 32)
{
PIX *pixt, *pix0, *pix1, *pix2, *pixd;
NUMA *nagray, *naseq;
GPLOT *gplot;
if (d == 8)
pixt = pixClone(pixs);
else
pixt = pixConvertRGBToGray(pixs, 0.33, 0.34, 0.33);
pix0 = pixScaleGrayLI(pixt, 0.5, 0.5);
#if 1
startTimer();
pix1 = pixScaleGrayLI(pix0, 2.00001, 2.0);
fprintf(stderr, " Time with regular LI 2x: %7.3f\n", stopTimer());
startTimer();
pix2 = pixScaleGrayLI(pix0, 2.0, 2.0);
fprintf(stderr, " Time with 2x LI: %7.3f\n", stopTimer());
#else
startTimer();
pix1 = pixScaleGrayLI(pix0, 4.00001, 4.0);
fprintf(stderr, " Time with regular LI 4x: %7.3f\n", stopTimer());
startTimer();
pix2 = pixScaleGrayLI(pix0, 4.0, 4.0);
fprintf(stderr, " Time with 2x LI: %7.3f\n", stopTimer());
#endif
pixWrite("/tmp/gray1", pix1, IFF_JFIF_JPEG);
pixWrite("/tmp/gray2", pix2, IFF_JFIF_JPEG);
pixd = pixAbsDifference(pix1, pix2);
nagray = pixGetGrayHistogram(pixd, 1);
naseq = numaMakeSequence(0., 1., 256);
gplot = gplotCreate("/tmp/g_absdiff", GPLOT_X11, "Number vs diff",
"diff", "number");
gplotSetScaling(gplot, GPLOT_LOG_SCALE_Y);
gplotAddPlot(gplot, naseq, nagray, GPLOT_POINTS, "gray");
gplotMakeOutput(gplot);
pixDestroy(&pixt);
pixDestroy(&pix0);
pixDestroy(&pix1);
pixDestroy(&pix2);
pixDestroy(&pixd);
numaDestroy(&naseq);
numaDestroy(&nagray);
gplotDestroy(&gplot);
}
#endif
pixDestroy(&pixs);
return 0;
}
