int main(int argc,
char **argv)
{
l_int32 index;
l_uint32 val32;
BOX *box, *box1, *box2, *box3, *box4, *box5;
BOXA *boxa;
L_KERNEL *kel;
PIX *pixs, *pixg, *pixb, *pixd, *pixt, *pix1, *pix2, *pix3, *pix4;
PIXA *pixa;
PIXCMAP *cmap;
L_REGPARAMS *rp;
if (regTestSetup(argc, argv, &rp))
return 1;
pixa = pixaCreate(0);
/* Color non-white pixels on RGB */
pixs = pixRead("lucasta-frag.jpg");
pixt = pixConvert8To32(pixs);
box = boxCreate(120, 30, 200, 200);
pixColorGray(pixt, box, L_PAINT_DARK, 220, 0, 0, 255);
regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 0 */
pixaAddPix(pixa, pixt, L_COPY);
pixColorGray(pixt, NULL, L_PAINT_DARK, 220, 255, 100, 100);
regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 1 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Color non-white pixels on colormap */
pixt = pixThresholdTo4bpp(pixs, 6, 1);
box = boxCreate(120, 30, 200, 200);
pixColorGray(pixt, box, L_PAINT_DARK, 220, 0, 0, 255);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 2 */
pixaAddPix(pixa, pixt, L_COPY);
pixColorGray(pixt, NULL, L_PAINT_DARK, 220, 255, 100, 100);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 3 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Color non-black pixels on RGB */
pixt = pixConvert8To32(pixs);
box = boxCreate(120, 30, 200, 200);
pixColorGray(pixt, box, L_PAINT_LIGHT, 20, 0, 0, 255);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 4 */
pixaAddPix(pixa, pixt, L_COPY);
pixColorGray(pixt, NULL, L_PAINT_LIGHT, 80, 255, 100, 100);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 5 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Color non-black pixels on colormap */
pixt = pixThresholdTo4bpp(pixs, 6, 1);
box = boxCreate(120, 30, 200, 200);
pixColorGray(pixt, box, L_PAINT_LIGHT, 20, 0, 0, 255);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 6 */
pixaAddPix(pixa, pixt, L_COPY);
pixColorGray(pixt, NULL, L_PAINT_LIGHT, 20, 255, 100, 100);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 7 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Add highlight color to RGB */
pixt = pixConvert8To32(pixs);
box = boxCreate(507, 5, 385, 45);
pixg = pixClipRectangle(pixs, box, NULL);
pixb = pixThresholdToBinary(pixg, 180);
pixInvert(pixb, pixb);
pixDisplayWrite(pixb, 1);
composeRGBPixel(50, 0, 250, &val32);
pixPaintThroughMask(pixt, pixb, box->x, box->y, val32);
boxDestroy(&box);
pixDestroy(&pixg);
pixDestroy(&pixb);
box = boxCreate(236, 107, 262, 40);
pixg = pixClipRectangle(pixs, box, NULL);
pixb = pixThresholdToBinary(pixg, 180);
pixInvert(pixb, pixb);
composeRGBPixel(250, 0, 50, &val32);
pixPaintThroughMask(pixt, pixb, box->x, box->y, val32);
boxDestroy(&box);
pixDestroy(&pixg);
pixDestroy(&pixb);
box = boxCreate(222, 208, 247, 43);
pixg = pixClipRectangle(pixs, box, NULL);
pixb = pixThresholdToBinary(pixg, 180);
pixInvert(pixb, pixb);
composeRGBPixel(60, 250, 60, &val32);
pixPaintThroughMask(pixt, pixb, box->x, box->y, val32);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 8 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
pixDestroy(&pixg);
pixDestroy(&pixb);
/* Add highlight color to colormap */
pixt = pixThresholdTo4bpp(pixs, 5, 1);
cmap = pixGetColormap(pixt);
pixcmapGetIndex(cmap, 255, 255, 255, &index);
box = boxCreate(507, 5, 385, 45);
pixSetSelectCmap(pixt, box, index, 50, 0, 250);
boxDestroy(&box);
box = boxCreate(236, 107, 262, 40);
pixSetSelectCmap(pixt, box, index, 250, 0, 50);
boxDestroy(&box);
box = boxCreate(222, 208, 247, 43);
pixSetSelectCmap(pixt, box, index, 60, 250, 60);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 9 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Paint lines on RGB */
pixt = pixConvert8To32(pixs);
pixRenderLineArb(pixt, 450, 20, 850, 320, 5, 200, 50, 125);
pixRenderLineArb(pixt, 30, 40, 440, 40, 5, 100, 200, 25);
box = boxCreate(70, 80, 300, 245);
pixRenderBoxArb(pixt, box, 3, 200, 200, 25);
regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 10 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Paint lines on colormap */
pixt = pixThresholdTo4bpp(pixs, 5, 1);
pixRenderLineArb(pixt, 450, 20, 850, 320, 5, 200, 50, 125);
pixRenderLineArb(pixt, 30, 40, 440, 40, 5, 100, 200, 25);
box = boxCreate(70, 80, 300, 245);
pixRenderBoxArb(pixt, box, 3, 200, 200, 25);
regTestWritePixAndCheck(rp, pixt, IFF_PNG); /* 11 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Blend lines on RGB */
pixt = pixConvert8To32(pixs);
pixRenderLineBlend(pixt, 450, 20, 850, 320, 5, 200, 50, 125, 0.35);
pixRenderLineBlend(pixt, 30, 40, 440, 40, 5, 100, 200, 25, 0.35);
box = boxCreate(70, 80, 300, 245);
pixRenderBoxBlend(pixt, box, 3, 200, 200, 25, 0.6);
regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 12 */
pixaAddPix(pixa, pixt, L_INSERT);
boxDestroy(&box);
/* Colorize gray on cmapped image. */
pix1 = pixRead("lucasta.150.jpg");
pix2 = pixThresholdTo4bpp(pix1, 7, 1);
box1 = boxCreate(73, 206, 140, 27);
pixColorGrayCmap(pix2, box1, L_PAINT_LIGHT, 130, 207, 43);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 13 */
pixaAddPix(pixa, pix2, L_COPY);
if (rp->display)
pixPrintStreamInfo(stderr, pix2, "One box added");
box2 = boxCreate(255, 404, 197, 25);
pixColorGrayCmap(pix2, box2, L_PAINT_LIGHT, 230, 67, 119);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 14 */
pixaAddPix(pixa, pix2, L_COPY);
if (rp->display)
pixPrintStreamInfo(stderr, pix2, "Two boxes added");
box3 = boxCreate(122, 756, 224, 22);
pixColorGrayCmap(pix2, box3, L_PAINT_DARK, 230, 67, 119);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 15 */
pixaAddPix(pixa, pix2, L_COPY);
if (rp->display)
pixPrintStreamInfo(stderr, pix2, "Three boxes added");
box4 = boxCreate(11, 780, 147, 22);
pixColorGrayCmap(pix2, box4, L_PAINT_LIGHT, 70, 137, 229);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 16 */
pixaAddPix(pixa, pix2, L_COPY);
if (rp->display)
pixPrintStreamInfo(stderr, pix2, "Four boxes added");
box5 = boxCreate(163, 605, 78, 22);
pixColorGrayCmap(pix2, box5, L_PAINT_LIGHT, 70, 137, 229);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 17 */
pixaAddPix(pixa, pix2, L_INSERT);
if (rp->display)
pixPrintStreamInfo(stderr, pix2, "Five boxes added");
pixDestroy(&pix1);
boxDestroy(&box1);
boxDestroy(&box2);
boxDestroy(&box3);
boxDestroy(&box4);
boxDestroy(&box5);
pixDestroy(&pixs);
/* Make a gray image and identify the fg pixels (val > 230) */
pixs = pixRead("feyn-fract.tif");
pix1 = pixConvertTo8(pixs, 0);
kel = makeGaussianKernel(2, 2, 1.5, 1.0);
pix2 = pixConvolve(pix1, kel, 8, 1);
pix3 = pixThresholdToBinary(pix2, 230);
boxa = pixConnComp(pix3, NULL, 8);
pixDestroy(&pixs);
pixDestroy(&pix1);
pixDestroy(&pix3);
kernelDestroy(&kel);
/* Color the individual components in the gray image */
pix4 = pixColorGrayRegions(pix2, boxa, L_PAINT_DARK, 230, 255, 0, 0);
regTestWritePixAndCheck(rp, pix4, IFF_PNG); /* 18 */
pixaAddPix(pixa, pix4, L_INSERT);
pixDisplayWithTitle(pix4, 0, 0, NULL, rp->display);
/* Threshold to 10 levels of gray */
pix3 = pixThresholdOn8bpp(pix2, 10, 1);
regTestWritePixAndCheck(rp, pix3, IFF_PNG); /* 19 */
pixaAddPix(pixa, pix3, L_COPY);
/* Color the individual components in the cmapped image */
pix4 = pixColorGrayRegions(pix3, boxa, L_PAINT_DARK, 230, 255, 0, 0);
regTestWritePixAndCheck(rp, pix4, IFF_PNG); /* 20 */
pixaAddPix(pixa, pix4, L_INSERT);
pixDisplayWithTitle(pix4, 0, 100, NULL, rp->display);
boxaDestroy(&boxa);
/* Color the entire gray image (not component-wise) */
pixColorGray(pix2, NULL, L_PAINT_DARK, 230, 255, 0, 0);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 21 */
pixaAddPix(pixa, pix2, L_INSERT);
/* Color the entire cmapped image (not component-wise) */
pixColorGray(pix3, NULL, L_PAINT_DARK, 230, 255, 0, 0);
regTestWritePixAndCheck(rp, pix3, IFF_PNG); /* 22 */
pixaAddPix(pixa, pix3, L_INSERT);
/* Reconstruct cmapped images */
pixd = ReconstructByValue(rp, "weasel2.4c.png");
regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 23 */
pixaAddPix(pixa, pixd, L_INSERT);
pixd = ReconstructByValue(rp, "weasel4.11c.png");
regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 24 */
pixaAddPix(pixa, pixd, L_INSERT);
pixd = ReconstructByValue(rp, "weasel8.240c.png");
regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 25 */
pixaAddPix(pixa, pixd, L_INSERT);
/* Fake reconstruct cmapped images, with one color into a band */
pixd = FakeReconstructByBand(rp, "weasel2.4c.png");
regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 26 */
pixaAddPix(pixa, pixd, L_INSERT);
pixd = FakeReconstructByBand(rp, "weasel4.11c.png");
regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 27 */
pixaAddPix(pixa, pixd, L_INSERT);
pixd = FakeReconstructByBand(rp, "weasel8.240c.png");
regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 28 */
pixaAddPix(pixa, pixd, L_INSERT);
/* If in testing mode, make a pdf */
if (rp->display) {
pixaConvertToPdf(pixa, 100, 1.0, L_FLATE_ENCODE, 0,
"Colorize and paint", "/tmp/lept/regout/paint.pdf");
L_INFO("Output pdf: /tmp/lept/regout/paint.pdf\n", rp->testname);
}
pixaDestroy(&pixa);
return regTestCleanup(rp);
}
/*!
* pixSplitComponentWithProfile()
*
* Input: pixs (1 bpp, exactly one connected component)
* delta (distance used in extrema finding in a numa; typ. 10)
* mindel (minimum required difference between profile minimum
* and profile values +2 and -2 away; typ. 7)
* &pixdebug (<optional return> debug image of splitting)
* Return: boxa (of c.c. after splitting), or null on error
*
* Notes:
* (1) This will split the most obvious cases of touching characters.
* The split points it is searching for are narrow and deep
* minimima in the vertical pixel projection profile, after a
* large vertical closing has been applied to the component.
*/
BOXA *
pixSplitComponentWithProfile(PIX *pixs,
l_int32 delta,
l_int32 mindel,
PIX **ppixdebug)
{
l_int32 w, h, n2, i, firstmin, xmin, xshift;
l_int32 nmin, nleft, nright, nsplit, isplit, ncomp;
l_int32 *array1, *array2;
BOX *box;
BOXA *boxad;
NUMA *na1, *na2, *nasplit;
PIX *pix1, *pixdb;
PROCNAME("pixSplitComponentsWithProfile");
if (ppixdebug) *ppixdebug = NULL;
if (!pixs || pixGetDepth(pixs) != 1)
return (BOXA *)ERROR_PTR("pixa undefined or not 1 bpp", procName, NULL);
pixGetDimensions(pixs, &w, &h, NULL);
/* Closing to consolidate characters vertically */
pix1 = pixCloseSafeBrick(NULL, pixs, 1, 100);
/* Get extrema of column projections */
boxad = boxaCreate(2);
na1 = pixCountPixelsByColumn(pix1); /* w elements */
pixDestroy(&pix1);
na2 = numaFindExtrema(na1, delta);
n2 = numaGetCount(na2);
if (n2 < 3) { /* no split possible */
box = boxCreate(0, 0, w, h);
boxaAddBox(boxad, box, L_INSERT);
numaDestroy(&na1);
numaDestroy(&na2);
return boxad;
}
/* Look for sufficiently deep and narrow minima.
* All minima of of interest must be surrounded by max on each
* side. firstmin is the index of first possible minimum. */
array1 = numaGetIArray(na1);
array2 = numaGetIArray(na2);
if (ppixdebug) numaWriteStream(stderr, na2);
firstmin = (array1[array2[0]] > array1[array2[1]]) ? 1 : 2;
nasplit = numaCreate(n2); /* will hold split locations */
for (i = firstmin; i < n2 - 1; i+= 2) {
xmin = array2[i];
nmin = array1[xmin];
if (xmin + 2 >= w) break; /* no more splits possible */
nleft = array1[xmin - 2];
nright = array1[xmin + 2];
if (ppixdebug) {
fprintf(stderr,
"Splitting: xmin = %d, w = %d; nl = %d, nmin = %d, nr = %d\n",
xmin, w, nleft, nmin, nright);
}
if (nleft - nmin >= mindel && nright - nmin >= mindel) /* split */
numaAddNumber(nasplit, xmin);
}
nsplit = numaGetCount(nasplit);
#if 0
if (ppixdebug && nsplit > 0)
gplotSimple1(na1, GPLOT_X11, "/tmp/splitroot", NULL);
#endif
numaDestroy(&na1);
numaDestroy(&na2);
FREE(array1);
FREE(array2);
if (nsplit == 0) { /* no splitting */
box = boxCreate(0, 0, w, h);
boxaAddBox(boxad, box, L_INSERT);
return boxad;
}
/* Use split points to generate b.b. after splitting */
for (i = 0, xshift = 0; i < nsplit; i++) {
numaGetIValue(nasplit, i, &isplit);
box = boxCreate(xshift, 0, isplit - xshift, h);
boxaAddBox(boxad, box, L_INSERT);
xshift = isplit + 1;
}
box = boxCreate(xshift, 0, w - xshift, h);
boxaAddBox(boxad, box, L_INSERT);
numaDestroy(&nasplit);
if (ppixdebug) {
pixdb = pixConvertTo32(pixs);
ncomp = boxaGetCount(boxad);
for (i = 0; i < ncomp; i++) {
box = boxaGetBox(boxad, i, L_CLONE);
pixRenderBoxBlend(pixdb, box, 1, 255, 0, 0, 0.5);
boxDestroy(&box);
}
*ppixdebug = pixdb;
}
return boxad;
}
