jint Java_com_googlecode_leptonica_android_Rotate_nativeCleanbackground(JNIEnv *env, jclass clazz,
jint nativePix) {
LOGV("%s",__FUNCTION__);
PIX *pixs = (PIX *) nativePix;
PIX *pixt1,*pixt2,*pixt3,*pixd;
pixt1 = pixCloseGray (pixs, 11, 11);
pixd = pixBlockconv(pixt1, 15, 15);
// pixt3 = pixConvertTo8(pixt2, FALSE);
// pixd = pixSubtract(NULL,pixs,pixt3);
pixDestroy(&pixt1);
// pixDestroy(&pixt2);
// pixDestroy(&pixt3);
return (jint) pixd;
}
/*
* Binarize and fix uneven illumination
*/
void MainWindow::on_actionBinarizeUnIl_triggered() {
QApplication::setOverrideCursor(Qt::WaitCursor);
PIX *pixc, *pixg, *pixsg, *pixd;
/* Convert the RGB image to grayscale. */
this->statusBar()->showMessage(tr("Convert the RGB image to grayscale."));
pixsg = pixConvertRGBToLuminance(pixs);
setPixToScene(pixsg);
/* Remove the text in the fg. */
this->statusBar()->showMessage(tr("Remove the text in the fg."));
pixc = pixCloseGray(pixsg, 25, 25);
setPixToScene(pixc);
/* Smooth the bg with a convolution. */
// pixsm = pixBlockconv(pixc, 15, 15);
// pixDestroy(&pixsm);
/* Normalize for uneven illumination on gray image. */
this->statusBar()->showMessage(tr("Normalize for uneven illumination on gray image."));
pixBackgroundNormGrayArrayMorph(pixsg, NULL, 4, 5, 200, &pixg);
pixc = pixApplyInvBackgroundGrayMap(pixsg, pixg, 4, 4);
pixDestroy(&pixsg);
pixDestroy(&pixg);
setPixToScene(pixc);
/* Increase the dynamic range. */
// make dark gray *black* and light gray *white*
this->statusBar()->showMessage(tr("Increase the dynamic range."));
pixd = pixGammaTRC(NULL, pixc, 1.0, 50, 220);
setPixToScene(pixd);
/* Threshold to 1 bpp. */
this->statusBar()->showMessage(tr("Threshold to 1 bpp."));
pixs = pixThresholdToBinary(pixd, 120);
pixDestroy(&pixd);
setPixToScene();
this->statusBar()->showMessage(tr("Finished..."), 2000);
modified = true;
updateTitle();
QApplication::restoreOverrideCursor();
}
int main(int argc,
char **argv) {
char dilateseq[BUF_SIZE], erodeseq[BUF_SIZE];
char openseq[BUF_SIZE], closeseq[BUF_SIZE];
char wtophatseq[BUF_SIZE], btophatseq[BUF_SIZE];
char *filein;
l_int32 w, h, d;
PIX *pixs, *pixt, *pixt2, *pixt3, *pixt3a, *pixt4;
PIX *pixg, *pixd, *pixd1, *pixd2, *pixd3;
PIXACC *pacc;
PIXCMAP *cmap;
static char mainName[] = "graymorph1_reg";
if (argc != 2)
return ERROR_INT(" Syntax: graymorph1_reg filein", mainName, 1);
filein = argv[1];
if ((pixs = pixRead(filein)) == NULL)
return ERROR_INT("pixs not made", mainName, 1);
pixGetDimensions(pixs, &w, &h, &d);
if (d != 8)
return ERROR_INT("pixs not 8 bpp", mainName, 1);
/* -------- Test gray morph, including interpreter ------------ */
pixd = pixDilateGray(pixs, WSIZE, HSIZE);
sprintf(dilateseq, "D%d.%d", WSIZE, HSIZE);
pixg = pixGrayMorphSequence(pixs, dilateseq, HORIZ_SEP, 0);
pixCompare(pixd, pixg, "results are the same", "results are different");
pixDestroy(&pixg);
pixDestroy(&pixd);
pixd = pixErodeGray(pixs, WSIZE, HSIZE);
sprintf(erodeseq, "E%d.%d", WSIZE, HSIZE);
pixg = pixGrayMorphSequence(pixs, erodeseq, HORIZ_SEP, 100);
pixCompare(pixd, pixg, "results are the same", "results are different");
pixDestroy(&pixg);
pixDestroy(&pixd);
pixd = pixOpenGray(pixs, WSIZE, HSIZE);
sprintf(openseq, "O%d.%d", WSIZE, HSIZE);
pixg = pixGrayMorphSequence(pixs, openseq, HORIZ_SEP, 200);
pixCompare(pixd, pixg, "results are the same", "results are different");
pixDestroy(&pixg);
pixDestroy(&pixd);
pixd = pixCloseGray(pixs, WSIZE, HSIZE);
sprintf(closeseq, "C%d.%d", WSIZE, HSIZE);
pixg = pixGrayMorphSequence(pixs, closeseq, HORIZ_SEP, 300);
pixCompare(pixd, pixg, "results are the same", "results are different");
pixDestroy(&pixg);
pixDestroy(&pixd);
pixd = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_WHITE);
sprintf(wtophatseq, "Tw%d.%d", WSIZE, HSIZE);
pixg = pixGrayMorphSequence(pixs, wtophatseq, HORIZ_SEP, 400);
pixCompare(pixd, pixg, "results are the same", "results are different");
pixDestroy(&pixg);
pixDestroy(&pixd);
pixd = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_BLACK);
sprintf(btophatseq, "Tb%d.%d", WSIZE, HSIZE);
pixg = pixGrayMorphSequence(pixs, btophatseq, HORIZ_SEP, 500);
pixCompare(pixd, pixg, "results are the same", "results are different");
pixDestroy(&pixg);
/* ------------- Test erode/dilate duality -------------- */
pixd = pixDilateGray(pixs, WSIZE, HSIZE);
pixInvert(pixs, pixs);
pixd2 = pixErodeGray(pixs, WSIZE, HSIZE);
pixInvert(pixd2, pixd2);
pixCompare(pixd, pixd2, "results are the same", "results are different");
pixDestroy(&pixd);
pixDestroy(&pixd2);
/* ------------- Test open/close duality -------------- */
pixd = pixOpenGray(pixs, WSIZE, HSIZE);
pixInvert(pixs, pixs);
pixd2 = pixCloseGray(pixs, WSIZE, HSIZE);
pixInvert(pixd2, pixd2);
pixCompare(pixd, pixd2, "results are the same", "results are different");
pixDestroy(&pixd);
pixDestroy(&pixd2);
/* ------------- Test tophat duality -------------- */
pixd = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_WHITE);
pixInvert(pixs, pixs);
pixd2 = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_BLACK);
pixCompare(pixd, pixd2, "Correct: images are duals",
"Error: images are not duals");
pixDestroy(&pixd);
pixDestroy(&pixd2);
pixInvert(pixs, pixs);
pixd = pixGrayMorphSequence(pixs, "Tw9.5", HORIZ_SEP, 100);
pixInvert(pixs, pixs);
pixd2 = pixGrayMorphSequence(pixs, "Tb9.5", HORIZ_SEP, 300);
pixCompare(pixd, pixd2, "Correct: images are duals",
"Error: images are not duals");
pixDestroy(&pixd);
pixDestroy(&pixd2);
/* ------------- Test opening/closing for large sels -------------- */
pixd = pixGrayMorphSequence(pixs,
"C9.9 + C19.19 + C29.29 + C39.39 + C49.49", HORIZ_SEP, 100);
pixDestroy(&pixd);
pixd = pixGrayMorphSequence(pixs,
"O9.9 + O19.19 + O29.29 + O39.39 + O49.49", HORIZ_SEP, 400);
pixDestroy(&pixd);
/* ---------- Closing plus white tophat result ------------ *
* Parameters: wsize, hsize = 9, 29 *
* ---------------------------------------------------------*/
pixd = pixCloseGray(pixs, 9, 9);
pixd1 = pixTophat(pixd, 9, 9, L_TOPHAT_WHITE);
pixd2 = pixGrayMorphSequence(pixs, "C9.9 + TW9.9", HORIZ_SEP, 0);
pixCompare(pixd1, pixd2, "correct: same", "wrong: different");
pixd3 = pixMaxDynamicRange(pixd1, L_LINEAR_SCALE);
pixDisplayWrite(pixd3, 1);
pixDestroy(&pixd);
pixDestroy(&pixd1);
pixDestroy(&pixd2);
pixDestroy(&pixd3);
pixd = pixCloseGray(pixs, 29, 29);
pixd1 = pixTophat(pixd, 29, 29, L_TOPHAT_WHITE);
pixd2 = pixGrayMorphSequence(pixs, "C29.29 + Tw29.29", HORIZ_SEP, 0);
pixCompare(pixd1, pixd2, "correct: same", "wrong: different");
pixd3 = pixMaxDynamicRange(pixd1, L_LINEAR_SCALE);
pixDisplayWrite(pixd3, 1);
pixDestroy(&pixd);
pixDestroy(&pixd1);
pixDestroy(&pixd2);
pixDestroy(&pixd3);
/* --------- hdome with parameter height = 100 ------------*/
pixd = pixHDome(pixs, 100, 4);
pixd2 = pixMaxDynamicRange(pixd, L_LINEAR_SCALE);
pixDisplayWrite(pixd2, 1);
pixDestroy(&pixd2);
/* ----- Contrast enhancement with morph parameters 9, 9 -------*/
pixd1 = pixInitAccumulate(w, h, 0x8000);
pixAccumulate(pixd1, pixs, L_ARITH_ADD);
pixMultConstAccumulate(pixd1, 3., 0x8000);
pixd2 = pixOpenGray(pixs, 9, 9);
pixAccumulate(pixd1, pixd2, L_ARITH_SUBTRACT);
pixDestroy(&pixd2);
pixd2 = pixCloseGray(pixs, 9, 9);
pixAccumulate(pixd1, pixd2, L_ARITH_SUBTRACT);
pixDestroy(&pixd2);
pixd = pixFinalAccumulate(pixd1, 0x8000, 8);
pixDisplayWrite(pixd, 1);
pixDestroy(&pixd1);
/* Do the same thing with the Pixacc */
pacc = pixaccCreate(w, h, 1);
pixaccAdd(pacc, pixs);
pixaccMultConst(pacc, 3.);
pixd1 = pixOpenGray(pixs, 9, 9);
pixaccSubtract(pacc, pixd1);
pixDestroy(&pixd1);
pixd1 = pixCloseGray(pixs, 9, 9);
pixaccSubtract(pacc, pixd1);
pixDestroy(&pixd1);
pixd2 = pixaccFinal(pacc, 8);
pixaccDestroy(&pacc);
pixDisplayWrite(pixd2, 1);
pixCompare(pixd, pixd2, "Correct: same", "Wrong: different");
pixDestroy(&pixd);
pixDestroy(&pixd2);
/* ---- Tophat result on feynman stamp, to extract diagrams ----- */
pixDestroy(&pixs);
pixs = pixRead("feynman-stamp.jpg");
/* Make output image to hold five intermediate images */
w = pixGetWidth(pixs);
h = pixGetHeight(pixs);
pixd = pixCreate(5 * w + 18, h + 6, 32); /* composite output image */
pixSetAllArbitrary(pixd, 0x0000ff00); /* set to blue */
/* Paste in the input image */
pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR);
pixRasterop(pixd, 3, 3, w, h, PIX_SRC, pixt, 0, 0); /* 1st one */
/* pixWrite("/tmp/junkgray.jpg", pixt, IFF_JFIF_JPEG); */
pixDestroy(&pixt);
/* Paste in the grayscale version */
cmap = pixGetColormap(pixs);
if (cmap)
pixt = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
else
pixt = pixConvertRGBToGray(pixs, 0.33, 0.34, 0.33);
pixt2 = pixConvertTo32(pixt); /* 8 --> 32 bpp */
pixRasterop(pixd, w + 6, 3, w, h, PIX_SRC, pixt2, 0, 0); /* 2nd one */
pixDestroy(&pixt2);
/* Paste in a log dynamic range scaled version of the white tophat */
pixt2 = pixTophat(pixt, 3, 3, L_TOPHAT_WHITE);
pixt3a = pixMaxDynamicRange(pixt2, L_LOG_SCALE);
pixt3 = pixConvertTo32(pixt3a);
pixRasterop(pixd, 2 * w + 9, 3, w, h, PIX_SRC, pixt3, 0, 0); /* 3rd */
/* pixWrite("/tmp/junktophat.jpg", pixt2, IFF_JFIF_JPEG); */
pixDestroy(&pixt3);
pixDestroy(&pixt3a);
pixDestroy(&pixt);
/* Stretch the range and threshold to binary; paste it in */
pixt3a = pixGammaTRC(NULL, pixt2, 1.0, 0, 80);
pixt3 = pixThresholdToBinary(pixt3a, 70);
pixt4 = pixConvertTo32(pixt3);
pixRasterop(pixd, 3 * w + 12, 3, w, h, PIX_SRC, pixt4, 0, 0); /* 4th */
/* pixWrite("/tmp/junkbin.png", pixt3, IFF_PNG); */
pixDestroy(&pixt2);
pixDestroy(&pixt3a);
pixDestroy(&pixt4);
/* Invert; this is the final result */
pixInvert(pixt3, pixt3);
pixt4 = pixConvertTo32(pixt3);
pixRasterop(pixd, 4 * w + 15, 3, w, h, PIX_SRC, pixt4, 0, 0); /* 5th */
pixWrite("/tmp/junkbininvert.png", pixt3, IFF_PNG);
pixDisplayWrite(pixd, 1);
/* pixWrite("/tmp/junkall.jpg", pixd, IFF_JFIF_JPEG); */
pixDestroy(&pixt3);
pixDestroy(&pixt4);
pixDestroy(&pixd);
pixDisplayMultiple("/tmp/display/file*");
pixDestroy(&pixs);
return 0;
}
int main(int argc,
char **argv)
{
char dilateseq[512], erodeseq[512];
char openseq[512], closeseq[512];
char wtophatseq[512], btophatseq[512];
l_int32 w, h;
PIX *pixs, *pix1, *pix2, *pix3, *pix4, *pix5;
PIXA *pixa;
PIXACC *pacc;
PIXCMAP *cmap;
L_REGPARAMS *rp;
if (regTestSetup(argc, argv, &rp))
return 1;
pixs = pixRead("aneurisms8.jpg");
pixa = pixaCreate(0);
/* =========================================================== */
/* -------- Test gray morph, including interpreter ------------ */
pix1 = pixDilateGray(pixs, WSIZE, HSIZE);
sprintf(dilateseq, "D%d.%d", WSIZE, HSIZE);
pix2 = pixGrayMorphSequence(pixs, dilateseq, 0, 0);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 0 */
regTestComparePix(rp, pix1, pix2); /* 1 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pix1 = pixErodeGray(pixs, WSIZE, HSIZE);
sprintf(erodeseq, "E%d.%d", WSIZE, HSIZE);
pix2 = pixGrayMorphSequence(pixs, erodeseq, 0, 100);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 2 */
regTestComparePix(rp, pix1, pix2); /* 3 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pix1 = pixOpenGray(pixs, WSIZE, HSIZE);
sprintf(openseq, "O%d.%d", WSIZE, HSIZE);
pix2 = pixGrayMorphSequence(pixs, openseq, 0, 200);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 4 */
regTestComparePix(rp, pix1, pix2); /* 5 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pix1 = pixCloseGray(pixs, WSIZE, HSIZE);
sprintf(closeseq, "C%d.%d", WSIZE, HSIZE);
pix2 = pixGrayMorphSequence(pixs, closeseq, 0, 300);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 6 */
regTestComparePix(rp, pix1, pix2); /* 7 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pix1 = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_WHITE);
sprintf(wtophatseq, "Tw%d.%d", WSIZE, HSIZE);
pix2 = pixGrayMorphSequence(pixs, wtophatseq, 0, 400);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 8 */
regTestComparePix(rp, pix1, pix2); /* 9 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pix1 = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_BLACK);
sprintf(btophatseq, "Tb%d.%d", WSIZE, HSIZE);
pix2 = pixGrayMorphSequence(pixs, btophatseq, 0, 500);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 10 */
regTestComparePix(rp, pix1, pix2); /* 11 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
/* ------------- Test erode/dilate duality -------------- */
pix1 = pixDilateGray(pixs, WSIZE, HSIZE);
pix2 = pixInvert(NULL, pixs);
pix3 = pixErodeGray(pix2, WSIZE, HSIZE);
pixInvert(pix3, pix3);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 12 */
regTestComparePix(rp, pix1, pix3); /* 13 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
/* ------------- Test open/close duality -------------- */
pix1 = pixOpenGray(pixs, WSIZE, HSIZE);
pix2 = pixInvert(NULL, pixs);
pix3 = pixCloseGray(pix2, WSIZE, HSIZE);
pixInvert(pix3, pix3);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 14 */
regTestComparePix(rp, pix1, pix3); /* 15 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
/* ------------- Test tophat duality -------------- */
pix1 = pixTophat(pixs, WSIZE, HSIZE, L_TOPHAT_WHITE);
pix2 = pixInvert(NULL, pixs);
pix3 = pixTophat(pix2, WSIZE, HSIZE, L_TOPHAT_BLACK);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 16 */
regTestComparePix(rp, pix1, pix3); /* 17 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
pix1 = pixGrayMorphSequence(pixs, "Tw9.5", 0, 100);
pix2 = pixInvert(NULL, pixs);
pix3 = pixGrayMorphSequence(pix2, "Tb9.5", 0, 300);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 18 */
regTestComparePix(rp, pix1, pix3); /* 19 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
/* ------------- Test opening/closing for large sels -------------- */
pix1 = pixGrayMorphSequence(pixs,
"C9.9 + C19.19 + C29.29 + C39.39 + C49.49", 0, 100);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 20 */
pixaAddPix(pixa, pix1, L_INSERT);
pix1 = pixGrayMorphSequence(pixs,
"O9.9 + O19.19 + O29.29 + O39.39 + O49.49", 0, 400);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 21 */
pixaAddPix(pixa, pix1, L_INSERT);
pix1 = pixaDisplayTiledInColumns(pixa, 4, 1.0, 20, 2);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 22 */
pixDisplayWithTitle(pix1, 0, 0, NULL, rp->display);
pixaDestroy(&pixa);
pixDestroy(&pix1);
/* =========================================================== */
pixa = pixaCreate(0);
/* ---------- Closing plus white tophat result ------------ *
* Parameters: wsize, hsize = 9, 29 *
* ---------------------------------------------------------*/
pix1 = pixCloseGray(pixs, 9, 9);
pix2 = pixTophat(pix1, 9, 9, L_TOPHAT_WHITE);
pix3 = pixGrayMorphSequence(pixs, "C9.9 + TW9.9", 0, 0);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 23 */
regTestComparePix(rp, pix2, pix3); /* 24 */
pixaAddPix(pixa, pix1, L_INSERT);
pix1 = pixMaxDynamicRange(pix2, L_LINEAR_SCALE);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 25 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
pix1 = pixCloseGray(pixs, 29, 29);
pix2 = pixTophat(pix1, 29, 29, L_TOPHAT_WHITE);
pix3 = pixGrayMorphSequence(pixs, "C29.29 + Tw29.29", 0, 0);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 26 */
regTestComparePix(rp, pix2, pix3); /* 27 */
pixaAddPix(pixa, pix1, L_INSERT);
pix1 = pixMaxDynamicRange(pix2, L_LINEAR_SCALE);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 28 */
pixaAddPix(pixa, pix1, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
/* --------- hdome with parameter height = 100 ------------*/
pix1 = pixHDome(pixs, 100, 4);
pix2 = pixMaxDynamicRange(pix1, L_LINEAR_SCALE);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 29 */
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 30 */
pixaAddPix(pixa, pix1, L_INSERT);
pixaAddPix(pixa, pix2, L_INSERT);
/* ----- Contrast enhancement with morph parameters 9, 9 -------*/
pixGetDimensions(pixs, &w, &h, NULL);
pix1 = pixInitAccumulate(w, h, 0x8000);
pixAccumulate(pix1, pixs, L_ARITH_ADD);
pixMultConstAccumulate(pix1, 3., 0x8000);
pix2 = pixOpenGray(pixs, 9, 9);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 31 */
pixaAddPix(pixa, pix2, L_INSERT);
pixAccumulate(pix1, pix2, L_ARITH_SUBTRACT);
pix2 = pixCloseGray(pixs, 9, 9);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 32 */
pixaAddPix(pixa, pix2, L_INSERT);
pixAccumulate(pix1, pix2, L_ARITH_SUBTRACT);
pix2 = pixFinalAccumulate(pix1, 0x8000, 8);
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 33 */
pixaAddPix(pixa, pix2, L_INSERT);
pixDestroy(&pix1);
/* Do the same thing with the Pixacc */
pacc = pixaccCreate(w, h, 1);
pixaccAdd(pacc, pixs);
pixaccMultConst(pacc, 3.);
pix1 = pixOpenGray(pixs, 9, 9);
pixaccSubtract(pacc, pix1);
pixDestroy(&pix1);
pix1 = pixCloseGray(pixs, 9, 9);
pixaccSubtract(pacc, pix1);
pixDestroy(&pix1);
pix1 = pixaccFinal(pacc, 8);
pixaccDestroy(&pacc);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 34 */
pixaAddPix(pixa, pix1, L_INSERT);
regTestComparePix(rp, pix1, pix2); /* 35 */
pix1 = pixaDisplayTiledInColumns(pixa, 4, 1.0, 20, 2);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 36 */
pixDisplayWithTitle(pix1, 1100, 0, NULL, rp->display);
pixaDestroy(&pixa);
pixDestroy(&pix1);
pixDestroy(&pixs);
/* =========================================================== */
pixa = pixaCreate(0);
/* ---- Tophat result on feynman stamp, to extract diagrams ----- */
pixs = pixRead("feynman-stamp.jpg");
pixGetDimensions(pixs, &w, &h, NULL);
/* Make output image to hold five intermediate images */
pix1 = pixCreate(5 * w + 18, h + 6, 32); /* composite output image */
pixSetAllArbitrary(pix1, 0x0000ff00); /* set to blue */
/* Paste in the input image */
pix2 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_FULL_COLOR);
pixRasterop(pix1, 3, 3, w, h, PIX_SRC, pix2, 0, 0); /* 1st one */
regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 37 */
pixaAddPix(pixa, pix2, L_INSERT);
/* Paste in the grayscale version */
cmap = pixGetColormap(pixs);
if (cmap)
pix2 = pixRemoveColormap(pixs, REMOVE_CMAP_TO_GRAYSCALE);
else
pix2 = pixConvertRGBToGray(pixs, 0.33, 0.34, 0.33);
pix3 = pixConvertTo32(pix2); /* 8 --> 32 bpp */
pixRasterop(pix1, w + 6, 3, w, h, PIX_SRC, pix3, 0, 0); /* 2nd one */
regTestWritePixAndCheck(rp, pix3, IFF_PNG); /* 38 */
pixaAddPix(pixa, pix3, L_INSERT);
/* Paste in a log dynamic range scaled version of the white tophat */
pix3 = pixTophat(pix2, 3, 3, L_TOPHAT_WHITE);
pix4 = pixMaxDynamicRange(pix3, L_LOG_SCALE);
pix5 = pixConvertTo32(pix4);
pixRasterop(pix1, 2 * w + 9, 3, w, h, PIX_SRC, pix5, 0, 0); /* 3rd */
regTestWritePixAndCheck(rp, pix5, IFF_PNG); /* 39 */
pixaAddPix(pixa, pix5, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix4);
/* Stretch the range and threshold to binary; paste it in */
pix2 = pixGammaTRC(NULL, pix3, 1.0, 0, 80);
pix4 = pixThresholdToBinary(pix2, 70);
pix5 = pixConvertTo32(pix4);
pixRasterop(pix1, 3 * w + 12, 3, w, h, PIX_SRC, pix5, 0, 0); /* 4th */
regTestWritePixAndCheck(rp, pix5, IFF_PNG); /* 40 */
pixaAddPix(pixa, pix5, L_INSERT);
pixDestroy(&pix2);
pixDestroy(&pix3);
/* Invert; this is the final result */
pixInvert(pix4, pix4);
pix5 = pixConvertTo32(pix4);
pixRasterop(pix1, 4 * w + 15, 3, w, h, PIX_SRC, pix5, 0, 0); /* 5th */
regTestWritePixAndCheck(rp, pix5, IFF_PNG); /* 41 */
pixaAddPix(pixa, pix5, L_INSERT);
pixDestroy(&pix1);
pixDestroy(&pix4);
pix1 = pixaDisplayTiledInRows(pixa, 32, 1700, 1.0, 0, 20, 2);
regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 42 */
pixDisplayWithTitle(pix1, 0, 800, NULL, rp->display);
pixaDestroy(&pixa);
pixDestroy(&pix1);
pixDestroy(&pixs);
return regTestCleanup(rp);
}
/*!
* pixGrayMorphSequence()
*
* Input: pixs
* sequence (string specifying sequence)
* dispsep (horizontal separation in pixels between
* successive displays; use zero to suppress display)
* dispy (if dispsep != 0, this gives the y-value of the
* UL corner for display; otherwise it is ignored)
* Return: pixd, or null on error
*
* Notes:
* (1) This works on 8 bpp grayscale images.
* (2) This runs a pipeline of operations; no branching is allowed.
* (3) This only uses brick SELs.
* (4) A new image is always produced; the input image is not changed.
* (5) This contains an interpreter, allowing sequences to be
* generated and run.
* (6) The format of the sequence string is defined below.
* (7) In addition to morphological operations, the composite
* morph/subtract tophat can be performed.
* (8) Sel sizes (width, height) must each be odd numbers.
* (9) Intermediate results can optionally be displayed
* (10) The sequence string is formatted as follows:
* - An arbitrary number of operations, each separated
* by a '+' character. White space is ignored.
* - Each operation begins with a case-independent character
* specifying the operation:
* d or D (dilation)
* e or E (erosion)
* o or O (opening)
* c or C (closing)
* t or T (tophat)
* - The args to the morphological operations are bricks of hits,
* and are formatted as a.b, where a and b are horizontal and
* vertical dimensions, rsp. (each must be an odd number)
* - The args to the tophat are w or W (for white tophat)
* or b or B (for black tophat), followed by a.b as for
* the dilation, erosion, opening and closing.
* Example valid sequences are:
* "c5.3 + o7.5"
* "c9.9 + tw9.9"
*/
PIX *
pixGrayMorphSequence(PIX *pixs,
const char *sequence,
l_int32 dispsep,
l_int32 dispy)
{
char *rawop, *op;
l_int32 nops, i, valid, w, h, x;
PIX *pixt1, *pixt2;
SARRAY *sa;
PROCNAME("pixGrayMorphSequence");
if (!pixs)
return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
if (!sequence)
return (PIX *)ERROR_PTR("sequence not defined", procName, NULL);
/* Split sequence into individual operations */
sa = sarrayCreate(0);
sarraySplitString(sa, sequence, "+");
nops = sarrayGetCount(sa);
/* Verify that the operation sequence is valid */
valid = TRUE;
for (i = 0; i < nops; i++) {
rawop = sarrayGetString(sa, i, 0);
op = stringRemoveChars(rawop, " \n\t");
switch (op[0])
{
case 'd':
case 'D':
case 'e':
case 'E':
case 'o':
case 'O':
case 'c':
case 'C':
if (sscanf(&op[1], "%d.%d", &w, &h) != 2) {
fprintf(stderr, "*** op: %s invalid\n", op);
valid = FALSE;
break;
}
if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) {
fprintf(stderr,
"*** op: %s; w = %d, h = %d; must both be odd\n",
op, w, h);
valid = FALSE;
break;
}
/* fprintf(stderr, "op = %s; w = %d, h = %d\n", op, w, h); */
break;
case 't':
case 'T':
if (op[1] != 'w' && op[1] != 'W' &&
op[1] != 'b' && op[1] != 'B') {
fprintf(stderr,
"*** op = %s; arg %c must be 'w' or 'b'\n", op, op[1]);
valid = FALSE;
break;
}
sscanf(&op[2], "%d.%d", &w, &h);
if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) {
fprintf(stderr,
"*** op: %s; w = %d, h = %d; must both be odd\n",
op, w, h);
valid = FALSE;
break;
}
/* fprintf(stderr, "op = %s", op); */
break;
default:
fprintf(stderr, "*** nonexistent op = %s\n", op);
valid = FALSE;
}
FREE(op);
}
if (!valid) {
sarrayDestroy(&sa);
return (PIX *)ERROR_PTR("sequence invalid", procName, NULL);
}
/* Parse and operate */
pixt1 = pixCopy(NULL, pixs);
pixt2 = NULL;
x = 0;
for (i = 0; i < nops; i++) {
rawop = sarrayGetString(sa, i, 0);
op = stringRemoveChars(rawop, " \n\t");
switch (op[0])
{
case 'd':
case 'D':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixDilateGray(pixt1, w, h);
pixDestroy(&pixt1);
pixt1 = pixClone(pixt2);
pixDestroy(&pixt2);
if (dispsep > 0) {
pixDisplay(pixt1, x, dispy);
x += dispsep;
}
break;
case 'e':
case 'E':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixErodeGray(pixt1, w, h);
pixDestroy(&pixt1);
pixt1 = pixClone(pixt2);
pixDestroy(&pixt2);
if (dispsep > 0) {
pixDisplay(pixt1, x, dispy);
x += dispsep;
}
break;
case 'o':
case 'O':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixOpenGray(pixt1, w, h);
pixDestroy(&pixt1);
pixt1 = pixClone(pixt2);
pixDestroy(&pixt2);
if (dispsep > 0) {
pixDisplay(pixt1, x, dispy);
x += dispsep;
}
break;
case 'c':
case 'C':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixCloseGray(pixt1, w, h);
pixDestroy(&pixt1);
pixt1 = pixClone(pixt2);
pixDestroy(&pixt2);
if (dispsep > 0) {
pixDisplay(pixt1, x, dispy);
x += dispsep;
}
break;
case 't':
case 'T':
sscanf(&op[2], "%d.%d", &w, &h);
if (op[1] == 'w' || op[1] == 'W')
pixt2 = pixTophat(pixt1, w, h, L_TOPHAT_WHITE);
else /* 'b' or 'B' */
pixt2 = pixTophat(pixt1, w, h, L_TOPHAT_BLACK);
pixDestroy(&pixt1);
pixt1 = pixClone(pixt2);
pixDestroy(&pixt2);
if (dispsep > 0) {
pixDisplay(pixt1, x, dispy);
x += dispsep;
}
break;
default:
/* All invalid ops are caught in the first pass */
break;
}
FREE(op);
}
sarrayDestroy(&sa);
return pixt1;
}
main(int argc,
char **argv)
{
char *filein, *fileout;
l_int32 wsize, hsize, w, h;
PIX *pixs, *pixd;
static char mainName[] = "graymorphtest";
if (argc != 5)
exit(ERROR_INT(" Syntax: graymorphtest wsize, hsizefilein fileout",
mainName, 1));
filein = argv[1];
wsize = atoi(argv[2]);
hsize = atoi(argv[3]);
fileout = argv[4];
if ((pixs = pixRead(filein)) == NULL)
exit(ERROR_INT("pix not made", mainName, 1));
w = pixGetWidth(pixs);
h = pixGetHeight(pixs);
/* ---------- Choose an operation ---------- */
#if 1
pixd = pixDilateGray(pixs, wsize, hsize);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixd);
#elif 0
pixd = pixErodeGray(pixs, wsize, hsize);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixd);
#elif 0
pixd = pixOpenGray(pixs, wsize, hsize);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixd);
#elif 0
pixd = pixCloseGray(pixs, wsize, hsize);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixd);
#elif 0
pixd = pixTophat(pixs, wsize, hsize, TOPHAT_WHITE);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixd);
#elif 0
pixd = pixTophat(pixs, wsize, hsize, TOPHAT_BLACK);
pixWrite(fileout, pixd, IFF_JFIF_JPEG);
pixDestroy(&pixd);
#endif
/* ---------- Speed ---------- */
#if 0
startTimer();
pixd = pixCloseGray(pixs, wsize, hsize);
fprintf(stderr, " Speed is %6.2f MPix/sec\n",
(l_float32)(4 * w * h) / (1000000. * stopTimer()));
pixWrite(fileout, pixd, IFF_PNG);
#endif
pixDestroy(&pixs);
exit(0);
}
/*!
* pixColorMorph()
*
* Input: pixs
* type (L_MORPH_DILATE, L_MORPH_ERODE, L_MORPH_OPEN,
* or L_MORPH_CLOSE)
* hsize (of Sel; must be odd; origin implicitly in center)
* vsize (ditto)
* Return: pixd
*
* Notes:
* (1) This does the morph operation on each component separately,
* and recombines the result.
* (2) Sel is a brick with all elements being hits.
* (3) If hsize = vsize = 1, just returns a copy.
*/
PIX *
pixColorMorph(PIX *pixs,
l_int32 type,
l_int32 hsize,
l_int32 vsize)
{
PIX *pixr, *pixg, *pixb, *pixrm, *pixgm, *pixbm, *pixd;
PROCNAME("pixColorMorph");
if (!pixs)
return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
if (pixGetDepth(pixs) != 32)
return (PIX *)ERROR_PTR("pixs not 32 bpp", procName, NULL);
if (type != L_MORPH_DILATE && type != L_MORPH_ERODE &&
type != L_MORPH_OPEN && type != L_MORPH_CLOSE)
return (PIX *)ERROR_PTR("invalid morph type", procName, NULL);
if (hsize < 1 || vsize < 1)
return (PIX *)ERROR_PTR("hsize or vsize < 1", procName, NULL);
if ((hsize & 1) == 0 ) {
L_WARNING("horiz sel size must be odd; increasing by 1", procName);
hsize++;
}
if ((vsize & 1) == 0 ) {
L_WARNING("vert sel size must be odd; increasing by 1", procName);
vsize++;
}
if (hsize == 1 && vsize == 1)
return pixCopy(NULL, pixs);
pixr = pixGetRGBComponent(pixs, COLOR_RED);
pixg = pixGetRGBComponent(pixs, COLOR_GREEN);
pixb = pixGetRGBComponent(pixs, COLOR_BLUE);
if (type == L_MORPH_DILATE) {
pixrm = pixDilateGray(pixr, hsize, vsize);
pixgm = pixDilateGray(pixg, hsize, vsize);
pixbm = pixDilateGray(pixb, hsize, vsize);
}
else if (type == L_MORPH_ERODE) {
pixrm = pixErodeGray(pixr, hsize, vsize);
pixgm = pixErodeGray(pixg, hsize, vsize);
pixbm = pixErodeGray(pixb, hsize, vsize);
}
else if (type == L_MORPH_OPEN) {
pixrm = pixOpenGray(pixr, hsize, vsize);
pixgm = pixOpenGray(pixg, hsize, vsize);
pixbm = pixOpenGray(pixb, hsize, vsize);
}
else { /* type == L_MORPH_CLOSE */
pixrm = pixCloseGray(pixr, hsize, vsize);
pixgm = pixCloseGray(pixg, hsize, vsize);
pixbm = pixCloseGray(pixb, hsize, vsize);
}
pixd = pixCreateRGBImage(pixrm, pixgm, pixbm);
pixDestroy(&pixr);
pixDestroy(&pixrm);
pixDestroy(&pixg);
pixDestroy(&pixgm);
pixDestroy(&pixb);
pixDestroy(&pixbm);
return pixd;
}
main(int argc,
char **argv)
{
l_int32 d;
PIX *pixs, *pixc, *pixr, *pixg, *pixb, *pixsg, *pixsm, *pixd;
PIXA *pixa;
static char mainName[] = "livre_adapt";
if (argc != 1)
exit(ERROR_INT(" Syntax: livre_adapt", mainName, 1));
/* Read the image in at 150 ppi. */
pixDisplayWrite(NULL, -1);
if ((pixs = pixRead("brothers.150.jpg")) == NULL)
exit(ERROR_INT("pix not made", mainName, 1));
pixDisplayWriteFormat(pixs, 2, IFF_JFIF_JPEG);
/* Normalize for uneven illumination on RGB image */
pixBackgroundNormRGBArraysMorph(pixs, NULL, 4, 5, 200,
&pixr, &pixg, &pixb);
pixd = pixApplyInvBackgroundRGBMap(pixs, pixr, pixg, pixb, 4, 4);
pixDisplayWriteFormat(pixd, 2, IFF_JFIF_JPEG);
pixDestroy(&pixr);
pixDestroy(&pixg);
pixDestroy(&pixb);
pixDestroy(&pixd);
/* Convert the RGB image to grayscale. */
pixsg = pixConvertRGBToLuminance(pixs);
pixDisplayWriteFormat(pixsg, 2, IFF_JFIF_JPEG);
/* Remove the text in the fg. */
pixc = pixCloseGray(pixsg, 25, 25);
pixDisplayWriteFormat(pixc, 2, IFF_JFIF_JPEG);
/* Smooth the bg with a convolution. */
pixsm = pixBlockconv(pixc, 15, 15);
pixDisplayWriteFormat(pixsm, 2, IFF_JFIF_JPEG);
pixDestroy(&pixc);
/* Normalize for uneven illumination on gray image. */
pixBackgroundNormGrayArrayMorph(pixsg, NULL, 4, 5, 200, &pixg);
pixc = pixApplyInvBackgroundGrayMap(pixsg, pixg, 4, 4);
pixDisplayWriteFormat(pixc, 2, IFF_JFIF_JPEG);
pixDestroy(&pixg);
/* Increase the dynamic range. */
pixd = pixGammaTRC(NULL, pixc, 1.0, 30, 180);
pixDisplayWriteFormat(pixd, 2, IFF_JFIF_JPEG);
pixDestroy(&pixc);
/* Threshold to 1 bpp. */
pixb = pixThresholdToBinary(pixd, 120);
pixDisplayWriteFormat(pixb, 2, IFF_PNG);
pixDestroy(&pixd);
pixDestroy(&pixb);
/* Generate the output image */
pixa = pixaReadFiles("/tmp", "junk_write_display");
pixd = pixaDisplayTiledAndScaled(pixa, 8, 350, 4, 0, 25, 2);
pixWrite("/tmp/adapt.jpg", pixd, IFF_JFIF_JPEG);
pixDisplayWithTitle(pixd, 100, 100, NULL, 1);
pixDestroy(&pixd);
pixDestroy(&pixs);
pixDestroy(&pixsg);
return 0;
}
int main(int argc,
char **argv) {
char *filein;
l_float32 angle, conf, deg2rad;
PIX *pixs, *pix1, *pix2, *pix3, *pix4, *pix5;
PIX *pix6, *pix7, *pix8, *pix9;
static char mainName[] = "lineremoval";
if (argc != 2)
return ERROR_INT(" Syntax: lineremoval filein", mainName, 1);
filein = argv[1];
deg2rad = 3.14159 / 180.;
if ((pixs = pixRead(filein)) == NULL)
return ERROR_INT("pix not made", mainName, 1);
/* threshold to binary, extracting much of the lines */
pix1 = pixThresholdToBinary(pixs, 170);
pixWrite("/tmp/dave-proc1.png", pix1, IFF_PNG);
pixDisplayWrite(pix1, 1);
/* find the skew angle and deskew using an interpolated
* rotator for anti-aliasing (to avoid jaggies) */
pixFindSkew(pix1, &angle, &conf);
pix2 = pixRotateAMGray(pixs, deg2rad * angle, 255);
pixWrite("/tmp/dave-proc2.png", pix2, IFF_PNG);
pixDisplayWrite(pix2, 1);
/* extract the lines to be removed */
pix3 = pixCloseGray(pix2, 51, 1);
pixWrite("/tmp/dave-proc3.png", pix3, IFF_PNG);
pixDisplayWrite(pix3, 1);
/* solidify the lines to be removed */
pix4 = pixErodeGray(pix3, 1, 5);
pixWrite("/tmp/dave-proc4.png", pix4, IFF_PNG);
pixDisplayWrite(pix4, 1);
/* clean the background of those lines */
pix5 = pixThresholdToValue(NULL, pix4, 210, 255);
pixWrite("/tmp/dave-proc5.png", pix5, IFF_PNG);
pixDisplayWrite(pix5, 1);
pix6 = pixThresholdToValue(NULL, pix5, 200, 0);
pixWrite("/tmp/dave-proc6.png", pix6, IFF_PNG);
pixDisplayWrite(pix6, 1);
/* get paint-through mask for changed pixels */
pix7 = pixThresholdToBinary(pix6, 210);
pixWrite("/tmp/dave-proc7.png", pix7, IFF_PNG);
pixDisplayWrite(pix7, 1);
/* add the inverted, cleaned lines to orig. Because
* the background was cleaned, the inversion is 0,
* so when you add, it doesn't lighten those pixels.
* It only lightens (to white) the pixels in the lines! */
pixInvert(pix6, pix6);
pix8 = pixAddGray(NULL, pix2, pix6);
pixWrite("/tmp/dave-proc8.png", pix8, IFF_PNG);
pixDisplayWrite(pix8, 1);
pix9 = pixOpenGray(pix8, 1, 9);
pixWrite("/tmp/dave-proc9.png", pix9, IFF_PNG);
pixDisplayWrite(pix9, 1);
pixCombineMasked(pix8, pix9, pix7);
pixWrite("/tmp/dave-result.png", pix8, IFF_PNG);
pixDisplayWrite(pix8, 1);
pixDisplayMultiple("/tmp/display/file*");
return 0;
}
/*!
* \brief pixGrayMorphSequence()
*
* \param[in] pixs
* \param[in] sequence string specifying sequence
* \param[in] dispsep controls debug display of each result in the sequence:
* 0: no output
* > 0: gives horizontal separation in pixels between
* successive displays
* < 0: pdf output; abs(dispsep) is used for naming
* \param[in] dispy if dispsep > 0, this gives the y-value of the
* UL corner for display; otherwise it is ignored
* \return pixd, or NULL on error
*
* <pre>
* Notes:
* (1) This works on 8 bpp grayscale images.
* (2) This runs a pipeline of operations; no branching is allowed.
* (3) This only uses brick SELs.
* (4) A new image is always produced; the input image is not changed.
* (5) This contains an interpreter, allowing sequences to be
* generated and run.
* (6) The format of the sequence string is defined below.
* (7) In addition to morphological operations, the composite
* morph/subtract tophat can be performed.
* (8) Sel sizes (width, height) must each be odd numbers.
* (9) Intermediate results can optionally be displayed
* (10) The sequence string is formatted as follows:
* ~ An arbitrary number of operations, each separated
* by a '+' character. White space is ignored.
* ~ Each operation begins with a case-independent character
* specifying the operation:
* d or D (dilation)
* e or E (erosion)
* o or O (opening)
* c or C (closing)
* t or T (tophat)
* ~ The args to the morphological operations are bricks of hits,
* and are formatted as a.b, where a and b are horizontal and
* vertical dimensions, rsp. (each must be an odd number)
* ~ The args to the tophat are w or W (for white tophat)
* or b or B (for black tophat), followed by a.b as for
* the dilation, erosion, opening and closing.
* Example valid sequences are:
* "c5.3 + o7.5"
* "c9.9 + tw9.9"
* </pre>
*/
PIX *
pixGrayMorphSequence(PIX *pixs,
const char *sequence,
l_int32 dispsep,
l_int32 dispy)
{
char *rawop, *op, *fname;
char buf[256];
l_int32 nops, i, valid, w, h, x, pdfout;
PIX *pixt1, *pixt2;
PIXA *pixa;
SARRAY *sa;
PROCNAME("pixGrayMorphSequence");
if (!pixs)
return (PIX *)ERROR_PTR("pixs not defined", procName, NULL);
if (!sequence)
return (PIX *)ERROR_PTR("sequence not defined", procName, NULL);
/* Split sequence into individual operations */
sa = sarrayCreate(0);
sarraySplitString(sa, sequence, "+");
nops = sarrayGetCount(sa);
pdfout = (dispsep < 0) ? 1 : 0;
/* Verify that the operation sequence is valid */
valid = TRUE;
for (i = 0; i < nops; i++) {
rawop = sarrayGetString(sa, i, L_NOCOPY);
op = stringRemoveChars(rawop, " \n\t");
switch (op[0])
{
case 'd':
case 'D':
case 'e':
case 'E':
case 'o':
case 'O':
case 'c':
case 'C':
if (sscanf(&op[1], "%d.%d", &w, &h) != 2) {
fprintf(stderr, "*** op: %s invalid\n", op);
valid = FALSE;
break;
}
if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) {
fprintf(stderr,
"*** op: %s; w = %d, h = %d; must both be odd\n",
op, w, h);
valid = FALSE;
break;
}
/* fprintf(stderr, "op = %s; w = %d, h = %d\n", op, w, h); */
break;
case 't':
case 'T':
if (op[1] != 'w' && op[1] != 'W' &&
op[1] != 'b' && op[1] != 'B') {
fprintf(stderr,
"*** op = %s; arg %c must be 'w' or 'b'\n", op, op[1]);
valid = FALSE;
break;
}
sscanf(&op[2], "%d.%d", &w, &h);
if (w < 1 || (w & 1) == 0 || h < 1 || (h & 1) == 0 ) {
fprintf(stderr,
"*** op: %s; w = %d, h = %d; must both be odd\n",
op, w, h);
valid = FALSE;
break;
}
/* fprintf(stderr, "op = %s", op); */
break;
default:
fprintf(stderr, "*** nonexistent op = %s\n", op);
valid = FALSE;
}
LEPT_FREE(op);
}
if (!valid) {
sarrayDestroy(&sa);
return (PIX *)ERROR_PTR("sequence invalid", procName, NULL);
}
/* Parse and operate */
pixa = NULL;
if (pdfout) {
pixa = pixaCreate(0);
pixaAddPix(pixa, pixs, L_CLONE);
snprintf(buf, sizeof(buf), "/tmp/seq_output_%d.pdf", L_ABS(dispsep));
fname = genPathname(buf, NULL);
}
pixt1 = pixCopy(NULL, pixs);
pixt2 = NULL;
x = 0;
for (i = 0; i < nops; i++) {
rawop = sarrayGetString(sa, i, L_NOCOPY);
op = stringRemoveChars(rawop, " \n\t");
switch (op[0])
{
case 'd':
case 'D':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixDilateGray(pixt1, w, h);
pixSwapAndDestroy(&pixt1, &pixt2);
break;
case 'e':
case 'E':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixErodeGray(pixt1, w, h);
pixSwapAndDestroy(&pixt1, &pixt2);
break;
case 'o':
case 'O':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixOpenGray(pixt1, w, h);
pixSwapAndDestroy(&pixt1, &pixt2);
break;
case 'c':
case 'C':
sscanf(&op[1], "%d.%d", &w, &h);
pixt2 = pixCloseGray(pixt1, w, h);
pixSwapAndDestroy(&pixt1, &pixt2);
break;
case 't':
case 'T':
sscanf(&op[2], "%d.%d", &w, &h);
if (op[1] == 'w' || op[1] == 'W')
pixt2 = pixTophat(pixt1, w, h, L_TOPHAT_WHITE);
else /* 'b' or 'B' */
pixt2 = pixTophat(pixt1, w, h, L_TOPHAT_BLACK);
pixSwapAndDestroy(&pixt1, &pixt2);
break;
default:
/* All invalid ops are caught in the first pass */
break;
}
LEPT_FREE(op);
/* Debug output */
if (dispsep > 0) {
pixDisplay(pixt1, x, dispy);
x += dispsep;
}
if (pdfout)
pixaAddPix(pixa, pixt1, L_COPY);
}
if (pdfout) {
pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname);
LEPT_FREE(fname);
pixaDestroy(&pixa);
}
sarrayDestroy(&sa);
return pixt1;
}
main(int argc,
char **argv)
{
PIX *pixs, *pixt1, *pixt2, *pixd;
PIXA *pixa;
L_REGPARAMS *rp;
if (regTestSetup(argc, argv, &rp))
return 1;
pixs = pixRead("test8.jpg");
/* Dilation */
pixa = pixaCreate(0);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
pixt1 = pixDilateGray3(pixs, 3, 1);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixDilateGray(pixs, 3, 1);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 0 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixDilateGray3(pixs, 1, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixDilateGray(pixs, 1, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 1 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixDilateGray3(pixs, 3, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixDilateGray(pixs, 3, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 2 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixd = pixaDisplay(pixa, 0, 0);
pixDisplayWithTitle(pixd, 0, 100, "Dilation", rp->display);
pixDestroy(&pixd);
pixaDestroy(&pixa);
/* Erosion */
pixa = pixaCreate(0);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
pixt1 = pixErodeGray3(pixs, 3, 1);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixErodeGray(pixs, 3, 1);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 3 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixErodeGray3(pixs, 1, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixErodeGray(pixs, 1, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 4 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixErodeGray3(pixs, 3, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixErodeGray(pixs, 3, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 5 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixd = pixaDisplay(pixa, 0, 0);
pixDisplayWithTitle(pixd, 250, 100, "Erosion", rp->display);
pixDestroy(&pixd);
pixaDestroy(&pixa);
/* Opening */
pixa = pixaCreate(0);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
pixt1 = pixOpenGray3(pixs, 3, 1);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixOpenGray(pixs, 3, 1);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 6 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixOpenGray3(pixs, 1, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixOpenGray(pixs, 1, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 7 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixOpenGray3(pixs, 3, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixOpenGray(pixs, 3, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 8 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixd = pixaDisplay(pixa, 0, 0);
pixDisplayWithTitle(pixd, 500, 100, "Opening", rp->display);
pixDestroy(&pixd);
pixaDestroy(&pixa);
/* Closing */
pixa = pixaCreate(0);
pixSaveTiled(pixs, pixa, 1, 1, 20, 8);
pixt1 = pixCloseGray3(pixs, 3, 1);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixCloseGray(pixs, 3, 1);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 9 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixCloseGray3(pixs, 1, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixCloseGray(pixs, 1, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 10 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixt1 = pixCloseGray3(pixs, 3, 3);
pixSaveTiled(pixt1, pixa, 1, 1, 20, 8);
pixt2 = pixCloseGray(pixs, 3, 3);
pixSaveTiled(pixt2, pixa, 1, 0, 20, 8);
regTestComparePix(rp, pixt1, pixt2); /* 11 */
pixDestroy(&pixt1);
pixDestroy(&pixt2);
pixd = pixaDisplay(pixa, 0, 0);
pixDisplayWithTitle(pixd, 750, 100, "Closing", rp->display);
pixDestroy(&pixd);
pixaDestroy(&pixa);
pixDestroy(&pixs);
return regTestCleanup(rp);
}
int main_line_removal() {
PIX* pixs_source = pixRead("dave-start.png");
if (!pixs_source) {
printf("Error opening file");
return 1;
}
double deg2rad = 3.1415926535 / 180.;
l_float32 angle, conf, score;
PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pix6, *pix7, *pix8, *pix9;
pix1 = pixThresholdToBinary(pixs_source, 160);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-1.tif", pix1, IFF_TIFF_G4);
pixFindSkew(pix1, &angle, &conf);
pix2 = pixRotateAMGray(pixs_source, deg2rad * angle, 160);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-2.tif", pix2, IFF_TIFF_G4);
l_int32 HORIZ = 1;
l_int32 VERT = 3;
pix3 = pixCloseGray(pix2, 51, HORIZ); //k?p?c 51?
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-3.tif", pix3, IFF_TIFF_G4);
pix4 = pixErodeGray(pix3, 5, VERT); //k?p?c 5?
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-4.tif", pix4, IFF_TIFF_G4);
pix5 = pix4;
pix5 = pixThresholdToValue(pix5, pix4, 230, 255);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-5.tif", pix5, IFF_TIFF_G4);
pix6 = pix5;
pix6 = pixThresholdToValue(pix5, pix5, 210, 0);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-6.tif", pix6, IFF_TIFF_G4);
pix7 = pixThresholdToBinary(pix6, 230);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-7.tif", pix7, IFF_TIFF_G4);
pixInvert(pix6, pix6);
pix8 = pixAddGray(NULL, pix2, pix6);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-8.tif", pix8, IFF_TIFF_G4);
VERT = 7;
pix9 = pixOpenGray(pix8, 3, VERT);
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-9.tif", pix9, IFF_TIFF_G4);
if (pixCombineMasked(pix8, pix9, pix7)) {
printf("!!!Error while combining pixs!!!\n");
}
printf("Create line removal image\n");
pixWrite("line-removal/result.line-removal-final.tif", pix8, IFF_TIFF_G4);
printf("\n---\nEnd\n");
getchar();
return 0;
}
