main(int argc,
char **argv)
{
char *filein, *fileout;
l_int32 d;
l_float32 scalex, scaley;
PIX *pixs, *pixd;
static char mainName[] = "scaletest1";
if (argc != 5)
return ERROR_INT(" Syntax: scaletest1 filein scalex scaley fileout",
mainName, 1);
filein = argv[1];
scalex = atof(argv[2]);
scaley = atof(argv[3]);
fileout = argv[4];
if ((pixs = pixRead(filein)) == NULL)
return ERROR_INT("pixs not made", mainName, 1);
/* choose type of scaling operation */
#if 1
pixd = pixScale(pixs, scalex, scaley);
#elif 0
pixd = pixScaleLI(pixs, scalex, scaley);
#elif 0
pixd = pixScaleSmooth(pixs, scalex, scaley);
#elif 0
pixd = pixScaleAreaMap(pixs, scalex, scaley);
#elif 0
pixd = pixScaleBySampling(pixs, scalex, scaley);
#else
pixd = pixScaleToGray(pixs, scalex);
#endif
d = pixGetDepth(pixd);
#if 1
if (d <= 8)
pixWrite(fileout, pixd, IFF_PNG);
else
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
#else
pixWrite(fileout, pixd, IFF_PNG);
#endif
pixDestroy(&pixs);
pixDestroy(&pixd);
return 0;
}
main(int argc,
char **argv)
{
l_int32 i;
l_float32 pi, scale, angle;
PIX *pixc, *pixm, *pix1, *pix2, *pix3;
PIXA *pixa;
PTA *pta1, *pta2, *pta3, *pta4;
static char mainName[] = "smallpix_reg";
/* Make a small test image, the hard way! */
pi = 3.1415926535;
pixc = pixCreate(9, 9, 32);
pixm = pixCreate(9, 9, 1);
pta1 = generatePtaLineFromPt(4, 4, 3.1, 0.0);
pta2 = generatePtaLineFromPt(4, 4, 3.1, 0.5 * pi);
pta3 = generatePtaLineFromPt(4, 4, 3.1, pi);
pta4 = generatePtaLineFromPt(4, 4, 3.1, 1.5 * pi);
ptaJoin(pta1, pta2, 0, 0);
ptaJoin(pta1, pta3, 0, 0);
ptaJoin(pta1, pta4, 0, 0);
pixRenderPta(pixm, pta1, L_SET_PIXELS);
pixPaintThroughMask(pixc, pixm, 0, 0, 0x00ff0000);
ptaDestroy(&pta1);
ptaDestroy(&pta2);
ptaDestroy(&pta3);
ptaDestroy(&pta4);
pixDestroy(&pixm);
/* Results differ for scaleSmoothLow() w/ and w/out + 0.5.
* Neither is properly symmetric (with symm pattern on odd-sized
* pix, because the smoothing is destroying the symmetry. */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 2);
for (i = 0; i < 11; i++) {
scale = 0.30 + 0.035 * (l_float32)i;
pix2 = pixScaleSmooth(pix1, scale, scale);
pix3 = pixExpandReplicate(pix2, 6);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 100, NULL);
/* Results same for pixScaleAreaMap w/ and w/out + 0.5 */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 2);
for (i = 0; i < 11; i++) {
scale = 0.30 + 0.035 * (l_float32)i;
pix2 = pixScaleAreaMap(pix1, scale, scale);
pix3 = pixExpandReplicate(pix2, 6);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 200, NULL);
/* Results better for pixScaleBySampling with + 0.5, for small,
* odd-dimension pix. */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 2);
for (i = 0; i < 11; i++) {
scale = 0.30 + 0.035 * (l_float32)i;
pix2 = pixScaleBySampling(pix1, scale, scale);
pix3 = pixExpandReplicate(pix2, 6);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 300, NULL);
/* Results same for pixRotateAM w/ and w/out + 0.5 */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 1);
for (i = 0; i < 11; i++) {
angle = 0.10 + 0.05 * (l_float32)i;
pix2 = pixRotateAM(pix1, angle, L_BRING_IN_BLACK);
pix3 = pixExpandReplicate(pix2, 8);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 400, NULL);
/* If the size is odd, we express the center exactly, and the
* results are better for pixRotateBySampling() w/out 0.5
* However, if the size is even, the center value is not
* exact, and if we choose it 0.5 smaller than the actual
* center, we get symmetrical results with +0.5.
* So we choose not to include + 0.5. */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 1);
for (i = 0; i < 11; i++) {
angle = 0.10 + 0.05 * (l_float32)i;
pix2 = pixRotateBySampling(pix1, 4, 4, angle, L_BRING_IN_BLACK);
pix3 = pixExpandReplicate(pix2, 8);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 500, NULL);
/* Results same for pixRotateAMCorner w/ and w/out + 0.5 */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 1);
for (i = 0; i < 11; i++) {
angle = 0.10 + 0.05 * (l_float32)i;
pix2 = pixRotateAMCorner(pix1, angle, L_BRING_IN_BLACK);
pix3 = pixExpandReplicate(pix2, 8);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 600, NULL);
/* Results better for pixRotateAMColorFast without + 0.5 */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 1);
for (i = 0; i < 11; i++) {
angle = 0.10 + 0.05 * (l_float32)i;
pix2 = pixRotateAMColorFast(pix1, angle, 0);
pix3 = pixExpandReplicate(pix2, 8);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 700, NULL);
/* Results slightly better for pixScaleColorLI() w/out + 0.5 */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 1);
for (i = 0; i < 11; i++) {
scale = 1.0 + 0.2 * (l_float32)i;
pix2 = pixScaleColorLI(pix1, scale, scale);
pix3 = pixExpandReplicate(pix2, 4);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 800, NULL);
/* Results slightly better for pixScaleColorLI() w/out + 0.5 */
pixa = pixaCreate(11);
pix1 = pixExpandReplicate(pixc, 1);
for (i = 0; i < 11; i++) {
scale = 1.0 + 0.2 * (l_float32)i;
pix2 = pixScaleLI(pix1, scale, scale);
pix3 = pixExpandReplicate(pix2, 4);
pixSaveTiled(pix3, pixa, 1, (i == 0), 20, 32);
pixDestroy(&pix2);
pixDestroy(&pix3);
}
pixDestroy(&pix1);
DisplayPix(&pixa, 100, 940, NULL);
pixDestroy(&pixc);
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;
}
Pix* reduceGray4(Pix* pix){
FUNCNAME("reduceGray4");
return pixScaleSmooth(pix, 0.25, 0.25);
}
Pix* reduceGray2(Pix* pix){
FUNCNAME("reduceGray2");
return pixScaleSmooth(pix, 0.5, 0.5);
}