Pix Pix::ThresholdGrayArb(const char *edgevals, int outdepth, int use_average, int setblack, int setwhite)
{
if(IsEmpty())
return Pix();
PIX *dPix = pixThresholdGrayArb(pix, edgevals, outdepth, use_average, setblack, setwhite);
if(!dPix)
return Pix();
return Pix(&dPix);
} // END Pix::ThresholdGrayArb()
main(int argc,
char **argv)
{
const char *str;
l_int32 equal, index, w, h;
BOX *box;
PIX *pixs, *pixd, *pixt, *pixd1, *pixd2, *pixd3;
PIX *pixt0, *pixt1, *pixt2, *pixt3, *pixt4;
PIXA *pixa;
PIXCMAP *cmap;
static char mainName[] = "grayquant_reg";
if ((pixs = pixRead("test8.jpg")) == NULL)
exit(ERROR_INT("pixs not made", mainName, 1));
pixa = pixaCreate(0);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
/* threshold to 1 bpp */
pixd = pixThresholdToBinary(pixs, THRESHOLD);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixWrite("/tmp/junkthr0.png", pixd, IFF_PNG);
pixDestroy(&pixd);
/* dither to 2 bpp, with and without colormap */
pixd = pixDitherTo2bpp(pixs, 1);
pixt = pixDitherTo2bpp(pixs, 0);
pixt2 = pixConvertGrayToColormap(pixt);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr1.png", pixd, IFF_PNG);
pixWrite("/tmp/junkthr2.png", pixt, IFF_PNG);
pixWrite("/tmp/junkthr3.png", pixt2, IFF_PNG);
/* pixcmapWriteStream(stderr, pixGetColormap(pixd)); */
pixEqual(pixd, pixt2, &equal);
if (!equal)
fprintf(stderr, "Error: thr2 != thr3\n");
pixDestroy(&pixt);
pixDestroy(&pixt2);
pixDestroy(&pixd);
/* threshold to 2 bpp, with and without colormap */
pixd = pixThresholdTo2bpp(pixs, 4, 1);
pixt = pixThresholdTo2bpp(pixs, 4, 0);
pixt2 = pixConvertGrayToColormap(pixt);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr4.png", pixd, IFF_PNG);
pixWrite("/tmp/junkthr5.png", pixt2, IFF_PNG);
pixEqual(pixd, pixt2, &equal);
if (!equal)
fprintf(stderr, "Error: thr4 != thr5\n");
pixDestroy(&pixt);
pixDestroy(&pixt2);
pixDestroy(&pixd);
pixd = pixThresholdTo2bpp(pixs, 3, 1);
pixt = pixThresholdTo2bpp(pixs, 3, 0);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr6.png", pixd, IFF_PNG);
pixWrite("/tmp/junkthr7.png", pixt, IFF_PNG);
pixDestroy(&pixt);
pixDestroy(&pixd);
/* threshold to 4 bpp, with and without colormap */
pixd = pixThresholdTo4bpp(pixs, 9, 1);
pixt = pixThresholdTo4bpp(pixs, 9, 0);
pixt2 = pixConvertGrayToColormap(pixt);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr8.png", pixd, IFF_PNG);
pixWrite("/tmp/junkthr9.png", pixt, IFF_PNG);
pixWrite("/tmp/junkthr10.png", pixt2, IFF_PNG);
/* pixcmapWriteStream(stderr, pixGetColormap(pixd)); */
pixDestroy(&pixt);
pixDestroy(&pixt2);
pixDestroy(&pixd);
/* threshold on 8 bpp, with and without colormap */
pixd = pixThresholdOn8bpp(pixs, 9, 1);
pixt = pixThresholdOn8bpp(pixs, 9, 0);
pixt2 = pixConvertGrayToColormap(pixt);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr11.png", pixd, IFF_PNG);
pixWrite("/tmp/junkthr12.png", pixt2, IFF_PNG);
/* pixcmapWriteStream(stderr, pixGetColormap(pixd)); */
pixEqual(pixd, pixt2, &equal);
if (!equal)
fprintf(stderr, "Error: thr11 != thr12\n");
pixDestroy(&pixt);
pixDestroy(&pixt2);
pixDestroy(&pixd);
pixd1 = pixaDisplay(pixa, 0, 0);
pixDisplay(pixd1, 100, 100);
pixWrite("/tmp/junkpixd1.jpg", pixd1, IFF_JFIF_JPEG);
pixDestroy(&pixd1);
pixaDestroy(&pixa);
pixa = pixaCreate(0);
pixSaveTiled(pixs, pixa, 1, 1, 20, 32);
/* highlight 2 bpp with colormap */
pixd = pixThresholdTo2bpp(pixs, 3, 1);
cmap = pixGetColormap(pixd);
pixcmapWriteStream(stderr, cmap);
box = boxCreate(278, 35, 122, 50);
pixSetSelectCmap(pixd, box, 2, 255, 255, 100);
pixcmapWriteStream(stderr, cmap);
pixDisplay(pixd, 0, 0);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixWrite("/tmp/junkthr13.png", pixd, IFF_PNG);
pixDestroy(&pixd);
boxDestroy(&box);
/* test pixThreshold8() */
pixd = pixThreshold8(pixs, 1, 2, 1); /* cmap */
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixWrite("/tmp/junkthr14.png", pixd, IFF_PNG);
pixDisplay(pixd, 100, 0);
pixDestroy(&pixd);
pixd = pixThreshold8(pixs, 1, 2, 0); /* no cmap */
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr15.png", pixd, IFF_PNG);
pixDisplay(pixd, 200, 0);
pixDestroy(&pixd);
pixd = pixThreshold8(pixs, 2, 3, 1); /* highlight one box */
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
box = boxCreate(278, 35, 122, 50);
pixSetSelectCmap(pixd, box, 2, 255, 255, 100);
pixWrite("/tmp/junkthr16.png", pixd, IFF_PNG);
pixDisplay(pixd, 300, 0);
cmap = pixGetColormap(pixd);
pixcmapWriteStream(stderr, cmap);
boxDestroy(&box);
pixDestroy(&pixd);
pixd = pixThreshold8(pixs, 2, 4, 0); /* no cmap */
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr17.png", pixd, IFF_PNG);
pixDisplay(pixd, 400, 0);
pixDestroy(&pixd);
pixd = pixThreshold8(pixs, 4, 6, 1); /* highlight one box */
box = boxCreate(278, 35, 122, 50);
pixSetSelectCmap(pixd, box, 5, 255, 255, 100);
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr18.png", pixd, IFF_PNG);
cmap = pixGetColormap(pixd);
pixcmapWriteStream(stderr, cmap);
boxDestroy(&box);
pixDisplay(pixd, 500, 0);
pixDestroy(&pixd);
pixd = pixThreshold8(pixs, 4, 6, 0); /* no cmap */
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr19.png", pixd, IFF_PNG);
pixDisplay(pixd, 600, 0);
pixDestroy(&pixd);
/* highlight 4 bpp with 2 colormap entries */
/* Note: We use 5 levels (0-4) for gray. */
/* 5 & 6 are used for highlight color. */
pixd = pixThresholdTo4bpp(pixs, 5, 1);
cmap = pixGetColormap(pixd);
pixcmapGetIndex(cmap, 255, 255, 255, &index);
box = boxCreate(278, 35, 122, 50);
pixSetSelectCmap(pixd, box, index, 255, 255, 100); /* use 5 */
boxDestroy(&box);
box = boxCreate(4, 6, 157, 33);
pixSetSelectCmap(pixd, box, index, 100, 255, 255); /* use 6 */
boxDestroy(&box);
pixcmapWriteStream(stderr, cmap);
pixSaveTiled(pixd, pixa, 1, 1, 20, 0);
pixDisplay(pixd, 700, 0);
pixWrite("/tmp/junkthr20.png", pixd, IFF_PNG);
pixDestroy(&pixd);
/* comparison 8 bpp jpeg with 2 bpp (highlight) */
pixDestroy(&pixs);
pixs = pixRead("feyn.tif");
pixt = pixScaleToGray4(pixs);
pixt2 = pixReduceRankBinaryCascade(pixs, 2, 2, 0, 0);
pixd = pixThresholdTo2bpp(pixt, 3, 1);
box = boxCreate(175, 208, 228, 88);
pixSetSelectCmap(pixd, box, 2, 255, 255, 100);
pixDisplay(pixd, 100, 200);
cmap = pixGetColormap(pixd);
pixcmapWriteStream(stderr, cmap);
pixSaveTiled(pixt, pixa, 1, 1, 20, 0);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 0);
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr21.jpg", pixt, IFF_JFIF_JPEG);
pixWrite("/tmp/junkthr22.png", pixt2, IFF_PNG);
pixWrite("/tmp/junkthr23.png", pixd, IFF_PNG);
pixDestroy(&pixd);
pixDestroy(&pixt2);
boxDestroy(&box);
/* thresholding to 4 bpp (highlight); use pixt from above */
pixd = pixThresholdTo4bpp(pixt, NLEVELS, 1);
box = boxCreate(175, 208, 228, 83);
pixSetSelectCmap(pixd, box, NLEVELS - 1, 255, 255, 100);
boxDestroy(&box);
box = boxCreate(232, 298, 110, 25);
pixSetSelectCmap(pixd, box, NLEVELS - 1, 100, 255, 255);
boxDestroy(&box);
box = boxCreate(21, 698, 246, 82);
pixSetSelectCmap(pixd, box, NLEVELS - 1, 225, 100, 255);
boxDestroy(&box);
pixDisplay(pixd, 500, 200);
cmap = pixGetColormap(pixd);
pixcmapWriteStream(stderr, cmap);
pixt2 = pixReduceRankBinaryCascade(pixs, 2, 2, 0, 0);
pixSaveTiled(pixt2, pixa, 1, 1, 20, 0);
pixSaveTiled(pixd, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junkthr24.png", pixt2, IFF_PNG);
pixWrite("/tmp/junkthr25.png", pixd, IFF_PNG);
pixDestroy(&pixt2);
pixDestroy(&pixd);
/* Thresholding to 4 bpp at 2, 3, 4, 5 and 6 levels */
box = boxCreate(25, 202, 136, 37);
pixt1 = pixClipRectangle(pixt, box, NULL);
pixt2 = pixScale(pixt1, 6., 6.);
pixGetDimensions(pixt2, &w, &h, NULL);
pixSaveTiled(pixt2, pixa, 1, 1, 20, 0);
pixDisplay(pixt2, 0, 0);
pixWrite("/tmp/junk-8.jpg", pixt2, IFF_JFIF_JPEG);
pixd = pixCreate(w, 6 * h, 8);
pixRasterop(pixd, 0, 0, w, h, PIX_SRC, pixt2, 0, 0);
pixt3 = pixThresholdTo4bpp(pixt2, 6, 1);
pixt4 = pixRemoveColormap(pixt3, REMOVE_CMAP_TO_GRAYSCALE);
pixRasterop(pixd, 0, h, w, h, PIX_SRC, pixt4, 0, 0);
pixSaveTiled(pixt3, pixa, 1, 0, 20, 0);
pixDisplay(pixt3, 0, 100);
pixWrite("/tmp/junk-4-6.png", pixt3, IFF_PNG);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixt3 = pixThresholdTo4bpp(pixt2, 5, 1);
pixt4 = pixRemoveColormap(pixt3, REMOVE_CMAP_TO_GRAYSCALE);
pixRasterop(pixd, 0, 2 * h, w, h, PIX_SRC, pixt4, 0, 0);
pixSaveTiled(pixt3, pixa, 1, 0, 20, 0);
pixDisplay(pixt3, 0, 200);
pixWrite("/tmp/junk-4-5.png", pixt3, IFF_PNG);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixt3 = pixThresholdTo4bpp(pixt2, 4, 1);
pixt4 = pixRemoveColormap(pixt3, REMOVE_CMAP_TO_GRAYSCALE);
pixRasterop(pixd, 0, 3 * h, w, h, PIX_SRC, pixt4, 0, 0);
pixSaveTiled(pixt3, pixa, 1, 0, 20, 0);
pixDisplay(pixt3, 0, 300);
pixWrite("/tmp/junk-4-4.png", pixt3, IFF_PNG);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixt3 = pixThresholdTo4bpp(pixt2, 3, 1);
pixt4 = pixRemoveColormap(pixt3, REMOVE_CMAP_TO_GRAYSCALE);
pixRasterop(pixd, 0, 4 * h, w, h, PIX_SRC, pixt4, 0, 0);
pixSaveTiled(pixt3, pixa, 1, 1, 20, 0);
pixDisplay(pixt3, 0, 400);
pixWrite("/tmp/junk-4-3.png", pixt3, IFF_PNG);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixt3 = pixThresholdTo4bpp(pixt2, 2, 1);
pixt4 = pixRemoveColormap(pixt3, REMOVE_CMAP_TO_GRAYSCALE);
pixRasterop(pixd, 0, 5 * h, w, h, PIX_SRC, pixt4, 0, 0);
pixDisplay(pixt3, 0, 500);
pixSaveTiled(pixt3, pixa, 1, 0, 20, 0);
pixWrite("/tmp/junk-4-2.png", pixt3, IFF_PNG);
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixWrite("/tmp/junk-all.png", pixd, IFF_PNG);
pixDestroy(&pixd);
pixd2 = pixaDisplay(pixa, 0, 0);
pixDisplay(pixd2, 100, 100);
pixWrite("/tmp/junkpixd2.jpg", pixd2, IFF_JFIF_JPEG);
pixDestroy(&pixd2);
pixaDestroy(&pixa);
#if 0 /* upscale 2x and threshold to 1 bpp; e.g., use test8.jpg */
startTimer();
pixd = pixScaleGray2xLIThresh(pixs, THRESHOLD);
fprintf(stderr, " time for scale/dither = %7.3f sec\n", stopTimer());
pixWrite(fileout, pixd, IFF_PNG);
pixDestroy(&pixd);
#endif
#if 0 /* upscale 4x and threshold to 1 bpp; e.g., use test8.jpg */
startTimer();
pixd = pixScaleGray4xLIThresh(pixs, THRESHOLD);
fprintf(stderr, " time for scale/dither = %7.3f sec\n", stopTimer());
pixWrite(fileout, pixd, IFF_PNG);
pixDestroy(&pixd);
#endif
boxDestroy(&box);
pixDestroy(&pixt);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixDestroy(&pixs);
/* Thresholding with fixed and arbitrary bin boundaries */
pixa = pixaCreate(0);
pixs = pixRead("stampede2.jpg");
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
pixt = pixThresholdTo4bpp(pixs, 5, 1);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
pixt = pixThresholdTo4bpp(pixs, 7, 1);
cmap = pixGetColormap(pixt);
pixcmapWriteStream(stderr, cmap);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
pixt = pixThresholdTo4bpp(pixs, 11, 1);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
str = "45 75 115 185";
pixt = pixThresholdGrayArb(pixs, str, 8, 0, 0, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
str = "38 65 85 115 160 210";
pixt = pixThresholdGrayArb(pixs, str, 8, 0, 1, 1);
cmap = pixGetColormap(pixt);
pixcmapWriteStream(stderr, cmap);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
str = "38 60 75 90 110 130 155 185 208 239";
pixt = pixThresholdGrayArb(pixs, str, 8, 0, 0, 0);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
str = "45 75 115 185";
pixt = pixThresholdGrayArb(pixs, str, 0, 1, 0, 1);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
str = "38 65 85 115 160 210";
pixt = pixThresholdGrayArb(pixs, str, 0, 1, 0, 1);
cmap = pixGetColormap(pixt);
pixcmapWriteStream(stderr, cmap);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
str = "38 60 75 90 110 130 155 185 208 239";
pixt = pixThresholdGrayArb(pixs, str, 4, 1, 0, 1);
pixSaveTiled(pixt, pixa, 1, 0, 20, 0);
pixDestroy(&pixt);
pixd3 = pixaDisplay(pixa, 0, 0);
pixDisplay(pixd3, 100, 100);
pixWrite("/tmp/junkpixd3.jpg", pixd3, IFF_JFIF_JPEG);
pixDestroy(&pixd3);
pixaDestroy(&pixa);
pixDestroy(&pixs);
return 0;
}
