main(int argc,
char **argv)
{
PIX *pixs, *pixd;
l_int32 smooth;
l_float32 fract;
char *filein, *fileout;
static char mainName[] = "sharptest";
if (argc != 5)
exit(ERROR_INT(" Syntax: sharptest filein smooth fract fileout",
mainName, 1));
filein = argv[1];
smooth = atoi(argv[2]);
fract = atof(argv[3]);
fileout = argv[4];
if ((pixs = pixRead(filein)) == NULL)
exit(ERROR_INT("pixs not made", mainName, 1));
pixd = pixUnsharpMasking(pixs, smooth, fract);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixs);
pixDestroy(&pixd);
exit(0);
}
/*!
* pixRotateBinaryNice()
*
* Input: pixs (1 bpp)
* angle (radians; clockwise is positive; about the center)
* incolor (L_BRING_IN_WHITE, L_BRING_IN_BLACK)
* Return: pixd, or null on error
*
* Notes:
* (1) For very small rotations, just return a clone.
* (2) This does a computationally expensive rotation of 1 bpp images.
* The fastest rotators (using shears or subsampling) leave
* visible horizontal and vertical shear lines across which
* the image shear changes by one pixel. To ameliorate the
* visual effect one can introduce random dithering. One
* way to do this in a not-too-random fashion is given here.
* We convert to 8 bpp, do a very small blur, rotate using
* linear interpolation (same as area mapping), do a
* small amount of sharpening to compensate for the initial
* blur, and threshold back to binary. The shear lines
* are magically removed.
* (3) This operation is about 5x slower than rotation by sampling.
*/
PIX *
pixRotateBinaryNice(PIX *pixs,
l_float32 angle,
l_int32 incolor)
{
PIX *pixt1, *pixt2, *pixt3, *pixt4, *pixd;
PROCNAME("pixRotateBinaryNice");
if (!pixs || pixGetDepth(pixs) != 1)
return (PIX *)ERROR_PTR("pixs undefined or not 1 bpp", procName, NULL);
if (incolor != L_BRING_IN_WHITE && incolor != L_BRING_IN_BLACK)
return (PIX *)ERROR_PTR("invalid incolor", procName, NULL);
pixt1 = pixConvertTo8(pixs, 0);
pixt2 = pixBlockconv(pixt1, 1, 1); /* smallest blur allowed */
pixt3 = pixRotateAM(pixt2, angle, incolor);
pixt4 = pixUnsharpMasking(pixt3, 1, 1.0); /* sharpen a bit */
pixd = pixThresholdToBinary(pixt4, 128);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
return pixd;
}
jint Java_com_googlecode_leptonica_android_Enhance_nativeUnsharpMasking(JNIEnv *env, jclass clazz,
jint nativePix,
jint halfwidth,
jfloat fract) {
PIX *pixs = (PIX *) nativePix;
PIX *pixd = pixUnsharpMasking(pixs, (l_int32) halfwidth, (l_float32) fract);
return (jint) pixd;
}
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;
}
int main(int argc,
char **argv)
{
char textstr[256];
l_int32 w, h, d, i;
l_uint32 srcval, dstval;
l_float32 scalefact, sat, fract;
L_BMF *bmf8;
L_KERNEL *kel;
NUMA *na;
PIX *pix, *pixs, *pixs1, *pixs2, *pixd;
PIX *pixt0, *pixt1, *pixt2, *pixt3, *pixt4;
PIXA *pixa, *pixaf;
L_REGPARAMS *rp;
if (regTestSetup(argc, argv, &rp))
return 1;
pix = pixRead(filein);
pixGetDimensions(pix, &w, &h, &d);
if (d != 32)
return ERROR_INT("file not 32 bpp", argv[0], 1);
scalefact = (l_float32)WIDTH / (l_float32)w;
pixs = pixScale(pix, scalefact, scalefact);
w = pixGetWidth(pixs);
pixaf = pixaCreate(5);
/* TRC: vary gamma */
pixa = pixaCreate(20);
for (i = 0; i < 20; i++) {
pixt0 = pixGammaTRC(NULL, pixs, 0.3 + 0.15 * i, 0, 255);
pixaAddPix(pixa, pixt0, L_INSERT);
}
pixt1 = pixaDisplayTiledAndScaled(pixa, 32, w, 5, 0, 10, 2);
pixSaveTiled(pixt1, pixaf, 1.0, 1, 20, 32);
regTestWritePixAndCheck(rp, pixt1, IFF_PNG); /* 0 */
pixDisplayWithTitle(pixt1, 0, 100, "TRC Gamma", rp->display);
pixDestroy(&pixt1);
pixaDestroy(&pixa);
/* TRC: vary black point */
pixa = pixaCreate(20);
for (i = 0; i < 20; i++) {
pixt0 = pixGammaTRC(NULL, pixs, 1.0, 5 * i, 255);
pixaAddPix(pixa, pixt0, L_INSERT);
}
pixt1 = pixaDisplayTiledAndScaled(pixa, 32, w, 5, 0, 10, 2);
pixSaveTiled(pixt1, pixaf, 1.0, 1, 20, 0);
regTestWritePixAndCheck(rp, pixt1, IFF_PNG); /* 1 */
pixDisplayWithTitle(pixt1, 300, 100, "TRC", rp->display);
pixDestroy(&pixt1);
pixaDestroy(&pixa);
/* Vary hue */
pixa = pixaCreate(20);
for (i = 0; i < 20; i++) {
pixt0 = pixModifyHue(NULL, pixs, 0.01 + 0.05 * i);
pixaAddPix(pixa, pixt0, L_INSERT);
}
pixt1 = pixaDisplayTiledAndScaled(pixa, 32, w, 5, 0, 10, 2);
pixSaveTiled(pixt1, pixaf, 1.0, 1, 20, 0);
regTestWritePixAndCheck(rp, pixt1, IFF_PNG); /* 2 */
pixDisplayWithTitle(pixt1, 600, 100, "Hue", rp->display);
pixDestroy(&pixt1);
pixaDestroy(&pixa);
/* Vary saturation */
pixa = pixaCreate(20);
na = numaCreate(20);
for (i = 0; i < 20; i++) {
pixt0 = pixModifySaturation(NULL, pixs, -0.9 + 0.1 * i);
pixMeasureSaturation(pixt0, 1, &sat);
pixaAddPix(pixa, pixt0, L_INSERT);
numaAddNumber(na, sat);
}
pixt1 = pixaDisplayTiledAndScaled(pixa, 32, w, 5, 0, 10, 2);
pixSaveTiled(pixt1, pixaf, 1.0, 1, 20, 0);
gplotSimple1(na, GPLOT_PNG, "/tmp/regout/enhance.7", "Average Saturation");
regTestWritePixAndCheck(rp, pixt1, IFF_PNG); /* 3 */
pixDisplayWithTitle(pixt1, 900, 100, "Saturation", rp->display);
numaDestroy(&na);
pixDestroy(&pixt1);
pixaDestroy(&pixa);
/* Vary contrast */
pixa = pixaCreate(20);
for (i = 0; i < 20; i++) {
pixt0 = pixContrastTRC(NULL, pixs, 0.1 * i);
pixaAddPix(pixa, pixt0, L_INSERT);
}
pixt1 = pixaDisplayTiledAndScaled(pixa, 32, w, 5, 0, 10, 2);
pixSaveTiled(pixt1, pixaf, 1.0, 1, 20, 0);
regTestWritePixAndCheck(rp, pixt1, IFF_PNG); /* 4 */
pixDisplayWithTitle(pixt1, 0, 400, "Contrast", rp->display);
pixDestroy(&pixt1);
pixaDestroy(&pixa);
/* Vary sharpening */
pixa = pixaCreate(20);
for (i = 0; i < 20; i++) {
pixt0 = pixUnsharpMasking(pixs, 3, 0.01 + 0.15 * i);
pixaAddPix(pixa, pixt0, L_INSERT);
}
pixt1 = pixaDisplayTiledAndScaled(pixa, 32, w, 5, 0, 10, 2);
pixSaveTiled(pixt1, pixaf, 1.0, 1, 20, 0);
regTestWritePixAndCheck(rp, pixt1, IFF_PNG); /* 5 */
pixDisplayWithTitle(pixt1, 300, 400, "Sharp", rp->display);
pixDestroy(&pixt1);
pixaDestroy(&pixa);
/* Hue constant mapping to lighter background */
pixa = pixaCreate(11);
bmf8 = bmfCreate("fonts", 8);
pixt0 = pixRead("candelabrum-11.jpg");
composeRGBPixel(230, 185, 144, &srcval); /* select typical bg pixel */
for (i = 0; i <= 10; i++) {
fract = 0.10 * i;
pixelFractionalShift(230, 185, 144, fract, &dstval);
pixt1 = pixLinearMapToTargetColor(NULL, pixt0, srcval, dstval);
snprintf(textstr, 50, "Fract = %5.1f", fract);
pixt2 = pixAddSingleTextblock(pixt1, bmf8, textstr, 0xff000000,
L_ADD_BELOW, NULL);
pixSaveTiledOutline(pixt2, pixa, 1.0, (i % 4 == 0) ? 1 : 0, 30, 2, 32);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
}
pixDestroy(&pixt0);
pixd = pixaDisplay(pixa, 0, 0);
regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 6 */
pixDisplayWithTitle(pixd, 600, 400, "Constant hue", rp->display);
bmfDestroy(&bmf8);
pixaDestroy(&pixa);
pixDestroy(&pixd);
/* Delayed testing of saturation plot */
regTestCheckFile(rp, "/tmp/regout/enhance.7.png"); /* 7 */
/* Display results */
pixd = pixaDisplay(pixaf, 0, 0);
regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 8 */
pixDisplayWithTitle(pixd, 100, 100, "All", rp->display);
pixDestroy(&pixd);
pixaDestroy(&pixaf);
pixDestroy(&pix);
pixDestroy(&pixs);
/* -----------------------------------------------*
* Test global color transforms *
* -----------------------------------------------*/
/* Make identical cmap and rgb images */
pix = pixRead("wet-day.jpg");
pixs1 = pixOctreeColorQuant(pix, 200, 0);
pixs2 = pixRemoveColormap(pixs1, REMOVE_CMAP_TO_FULL_COLOR);
regTestComparePix(rp, pixs1, pixs2); /* 9 */
/* Make a diagonal color transform matrix */
kel = kernelCreate(3, 3);
kernelSetElement(kel, 0, 0, 0.7);
kernelSetElement(kel, 1, 1, 0.4);
kernelSetElement(kel, 2, 2, 1.3);
/* Apply to both cmap and rgb images. */
pixt1 = pixMultMatrixColor(pixs1, kel);
pixt2 = pixMultMatrixColor(pixs2, kel);
regTestComparePix(rp, pixt1, pixt2); /* 10 */
kernelDestroy(&kel);
/* Apply the same transform in the simpler interface */
pixt3 = pixMultConstantColor(pixs1, 0.7, 0.4, 1.3);
pixt4 = pixMultConstantColor(pixs2, 0.7, 0.4, 1.3);
regTestComparePix(rp, pixt3, pixt4); /* 11 */
regTestComparePix(rp, pixt1, pixt3); /* 12 */
regTestWritePixAndCheck(rp, pixt1, IFF_JFIF_JPEG); /* 13 */
pixDestroy(&pix);
pixDestroy(&pixs1);
pixDestroy(&pixs2);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
return regTestCleanup(rp);
}
Pix* unsharpMasking(Pix* pix){
return pixUnsharpMasking(pix, 7, 0.7f);
}