l_int32 main(int argc,
char **argv) {
l_int32 i, n;
l_float32 a, b, c, d, e;
NUMA *nax, *nafit;
PIX *pixs, *pixn, *pixg, *pixb, *pixt1, *pixt2;
PIXA *pixa;
PTA *pta, *ptad;
PTAA *ptaa1, *ptaa2;
pixs = pixRead("cat-35.jpg");
/* pixs = pixRead("zanotti-78.jpg"); */
/* Normalize for varying background and binarize */
pixn = pixBackgroundNormSimple(pixs, NULL, NULL);
pixg = pixConvertRGBToGray(pixn, 0.5, 0.3, 0.2);
pixb = pixThresholdToBinary(pixg, 130);
pixDestroy(&pixn);
pixDestroy(&pixg);
/* Get the textline centers */
pixa = pixaCreate(6);
ptaa1 = dewarpGetTextlineCenters(pixb, 0);
pixt1 = pixCreateTemplate(pixs);
pixSetAll(pixt1);
pixt2 = pixDisplayPtaa(pixt1, ptaa1);
pixWrite("/tmp/textline1.png", pixt2, IFF_PNG);
pixDisplayWithTitle(pixt2, 0, 100, "textline centers 1", 1);
pixaAddPix(pixa, pixt2, L_INSERT);
pixDestroy(&pixt1);
/* Remove short lines */
fprintf(stderr, "Num all lines = %d\n", ptaaGetCount(ptaa1));
ptaa2 = dewarpRemoveShortLines(pixb, ptaa1, 0.8, 0);
pixt1 = pixCreateTemplate(pixs);
pixSetAll(pixt1);
pixt2 = pixDisplayPtaa(pixt1, ptaa2);
pixWrite("/tmp/textline2.png", pixt2, IFF_PNG);
pixDisplayWithTitle(pixt2, 300, 100, "textline centers 2", 1);
pixaAddPix(pixa, pixt2, L_INSERT);
pixDestroy(&pixt1);
n = ptaaGetCount(ptaa2);
fprintf(stderr, "Num long lines = %d\n", n);
ptaaDestroy(&ptaa1);
pixDestroy(&pixb);
/* Long lines over input image */
pixt1 = pixCopy(NULL, pixs);
pixt2 = pixDisplayPtaa(pixt1, ptaa2);
pixWrite("/tmp/textline3.png", pixt2, IFF_PNG);
pixDisplayWithTitle(pixt2, 600, 100, "textline centers 3", 1);
pixaAddPix(pixa, pixt2, L_INSERT);
pixDestroy(&pixt1);
/* Quadratic fit to curve */
pixt1 = pixCopy(NULL, pixs);
for (i = 0; i < n; i++) {
pta = ptaaGetPta(ptaa2, i, L_CLONE);
ptaGetArrays(pta, &nax, NULL);
ptaGetQuadraticLSF(pta, &a, &b, &c, &nafit);
fprintf(stderr, "Quadratic: a = %10.6f, b = %7.3f, c = %7.3f\n",
a, b, c);
ptad = ptaCreateFromNuma(nax, nafit);
pixDisplayPta(pixt1, pixt1, ptad);
ptaDestroy(&pta);
ptaDestroy(&ptad);
numaDestroy(&nax);
numaDestroy(&nafit);
}
pixWrite("/tmp/textline4.png", pixt1, IFF_PNG);
pixDisplayWithTitle(pixt1, 900, 100, "textline centers 4", 1);
pixaAddPix(pixa, pixt1, L_INSERT);
/* Cubic fit to curve */
pixt1 = pixCopy(NULL, pixs);
for (i = 0; i < n; i++) {
pta = ptaaGetPta(ptaa2, i, L_CLONE);
ptaGetArrays(pta, &nax, NULL);
ptaGetCubicLSF(pta, &a, &b, &c, &d, &nafit);
fprintf(stderr, "Cubic: a = %10.6f, b = %10.6f, c = %7.3f, d = %7.3f\n",
a, b, c, d);
ptad = ptaCreateFromNuma(nax, nafit);
pixDisplayPta(pixt1, pixt1, ptad);
ptaDestroy(&pta);
ptaDestroy(&ptad);
numaDestroy(&nax);
numaDestroy(&nafit);
}
pixWrite("/tmp/textline5.png", pixt1, IFF_PNG);
pixDisplayWithTitle(pixt1, 1200, 100, "textline centers 5", 1);
pixaAddPix(pixa, pixt1, L_INSERT);
/* Quartic fit to curve */
pixt1 = pixCopy(NULL, pixs);
for (i = 0; i < n; i++) {
pta = ptaaGetPta(ptaa2, i, L_CLONE);
ptaGetArrays(pta, &nax, NULL);
ptaGetQuarticLSF(pta, &a, &b, &c, &d, &e, &nafit);
fprintf(stderr,
"Quartic: a = %7.3f, b = %7.3f, c = %9.5f, d = %7.3f, e = %7.3f\n",
a, b, c, d, e);
ptad = ptaCreateFromNuma(nax, nafit);
pixDisplayPta(pixt1, pixt1, ptad);
ptaDestroy(&pta);
ptaDestroy(&ptad);
numaDestroy(&nax);
numaDestroy(&nafit);
}
pixWrite("/tmp/textline6.png", pixt1, IFF_PNG);
pixDisplayWithTitle(pixt1, 1500, 100, "textline centers 6", 1);
pixaAddPix(pixa, pixt1, L_INSERT);
pixaConvertToPdf(pixa, 300, 0.5, L_JPEG_ENCODE, 75,
"LS fittings to textlines", "/tmp/dewarp_fittings.pdf");
pixaDestroy(&pixa);
pixDestroy(&pixs);
ptaaDestroy(&ptaa2);
return 0;
}
l_int32 main(int argc,
char **argv)
{
l_int32 i, n, ignore;
l_float32 a, b, c, d, e;
L_DEWARP *dew;
FILE *fp;
FPIX *fpix;
NUMA *nax, *nay, *nafit;
PIX *pixs, *pixn, *pixg, *pixb, *pixt1, *pixt2, *pixt3;
PIX *pixs2, *pixn2, *pixg2, *pixb2, *pixv, *pixd;
PTA *pta, *ptad;
PTAA *ptaa1, *ptaa2;
pixs = pixRead("1555-7.jpg");
/* Normalize for varying background and binarize */
pixn = pixBackgroundNormSimple(pixs, NULL, NULL);
pixg = pixConvertRGBToGray(pixn, 0.5, 0.3, 0.2);
pixb = pixThresholdToBinary(pixg, 130);
/* Run the basic functions */
dew = dewarpCreate(pixb, 7, 30, 15, 1);
dewarpBuildModel(dew, 1);
dewarpApplyDisparity(dew, pixg, 1);
/* Save the intermediate dewarped images */
pixv = pixRead("/tmp/pixv.png");
pixd = pixRead("/tmp/pixd.png");
/* Normalize another image, that doesn't have enough textlines
* to build an accurate model */
pixs2 = pixRead("1555-3.jpg");
pixn2 = pixBackgroundNormSimple(pixs2, NULL, NULL);
pixg2 = pixConvertRGBToGray(pixn2, 0.5, 0.3, 0.2);
pixb2 = pixThresholdToBinary(pixg2, 130);
/* Apply the previous disparity model to this image */
dewarpApplyDisparity(dew, pixg2, 1);
dewarpDestroy(&dew);
/* Get the textline centers */
const char* const morph2 = "c15.1 + o15.1 + c50.1";
ptaa1 = pixGetTextlineCenters(pixb,morph2, 0);
pixt1 = pixCreateTemplate(pixs);
pixt2 = pixDisplayPtaa(pixt1, ptaa1);
pixWrite("/tmp/textline1.png", pixt2, IFF_PNG);
pixDisplayWithTitle(pixt2, 500, 100, "textline centers", 1);
pixDestroy(&pixt1);
/* Remove short lines */
fprintf(stderr, "Num all lines = %d\n", ptaaGetCount(ptaa1));
ptaa2 = ptaaRemoveShortLines(pixb, ptaa1, 0.8, 0);
/* Fit to curve */
n = ptaaGetCount(ptaa2);
fprintf(stderr, "Num long lines = %d\n", n);
for (i = 0; i < n; i++) {
pta = ptaaGetPta(ptaa2, i, L_CLONE);
ptaGetArrays(pta, &nax, NULL);
#if DO_QUAD
ptaGetQuadraticLSF(pta, &a, &b, &c, &nafit);
/* fprintf(stderr, "a = %7.3f, b = %7.3f, c = %7.3f\n", a, b, c); */
#elif DO_CUBIC
ptaGetCubicLSF(pta, &a, &b, &c, &d, &nafit);
/* fprintf(stderr, "a = %7.3f, b = %7.3f, c = %7.3f, d = %7.3f\n",
a, b, c, d); */
#elif DO_QUARTIC
ptaGetQuarticLSF(pta, &a, &b, &c, &d, &e, &nafit);
/* fprintf(stderr,
"a = %7.3f, b = %7.3f, c = %7.3f, d = %7.3f, e = %7.3f\n",
a, b, c, d, e); */
#endif
ptad = ptaCreateFromNuma(nax, nafit);
pixDisplayPta(pixt2, pixt2, ptad);
ptaDestroy(&pta);
ptaDestroy(&ptad);
numaDestroy(&nax);
numaDestroy(&nafit);
}
pixDisplayWithTitle(pixt2, 700, 100, "fitted lines superimposed", 1);
pixWrite("/tmp/textline2.png", pixt2, IFF_PNG);
ptaaDestroy(&ptaa1);
ptaaDestroy(&ptaa2);
pixDestroy(&pixt2);
/* Write out the files to be imaged */
lept_mkdir("junkdir");
pixWrite("/tmp/junkdir/001.jpg", pixs, IFF_JFIF_JPEG);
pixWrite("/tmp/junkdir/002.jpg", pixn, IFF_JFIF_JPEG);
pixWrite("/tmp/junkdir/003.jpg", pixg, IFF_JFIF_JPEG);
pixWrite("/tmp/junkdir/004.png", pixb, IFF_TIFF_G4);
pixt1 = pixRead("/tmp/textline1.png");
pixWrite("/tmp/junkdir/005.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixt1 = pixRead("/tmp/textline2.png");
pixWrite("/tmp/junkdir/006.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixt1 = pixRead("/tmp/lines1.png");
pixWrite("/tmp/junkdir/007.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixt1 = pixRead("/tmp/lines2.png");
pixWrite("/tmp/junkdir/008.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixt1 = pixRead("/tmp/vert-contours.png");
pixWrite("/tmp/junkdir/009.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixWrite("/tmp/junkdir/010.png", pixv, IFF_PNG);
pixt1 = pixThresholdToBinary(pixv, 130);
pixWrite("/tmp/junkdir/011.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixt1 = pixRead("/tmp/horiz-contours.png");
pixWrite("/tmp/junkdir/012.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixWrite("/tmp/junkdir/013.png", pixd, IFF_PNG);
pixt1 = pixThresholdToBinary(pixd, 130);
pixWrite("/tmp/junkdir/014.png", pixt1, IFF_PNG);
pixDestroy(&pixt1);
pixWrite("/tmp/junkdir/015.png", pixb, IFF_TIFF_G4);
/* (these are for the second image) */
pixWrite("/tmp/junkdir/016.jpg", pixs2, IFF_JFIF_JPEG);
pixWrite("/tmp/junkdir/017.png", pixb2, IFF_TIFF_G4);
pixt1 = pixRead("/tmp/pixv.png");
pixt2 = pixThresholdToBinary(pixt1, 130);
pixWrite("/tmp/junkdir/018.png", pixt2, IFF_PNG);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixRead("/tmp/pixd.png");
pixt2 = pixThresholdToBinary(pixt1, 130);
pixWrite("/tmp/junkdir/019.png", pixt2, IFF_PNG);
pixDestroy(&pixt1);
pixDestroy(&pixt2);
/* Generate the 19 page ps and pdf files */
convertFilesToPS("/tmp/junkdir", NULL, 135, "/tmp/dewarp.ps");
fprintf(stderr, "ps file made: /tmp/dewarp.ps\n");
ignore = system("ps2pdf /tmp/dewarp.ps /tmp/dewarp.pdf");
fprintf(stderr, "pdf file made: /tmp/dewarp.pdf\n");
pixDestroy(&pixs);
pixDestroy(&pixn);
pixDestroy(&pixg);
pixDestroy(&pixb);
pixDestroy(&pixs2);
pixDestroy(&pixn2);
pixDestroy(&pixg2);
pixDestroy(&pixb2);
pixDestroy(&pixv);
pixDestroy(&pixd);
return 0;
}