int main(int argc, char **argv) { l_int32 w, d, tilewidth; PIX *pixs; PIXA *pixa, *pixad1, *pixad2; PIXAA *pixaa1, *pixaa2; static char mainName[] = "pixaatest"; if (argc != 1) return ERROR_INT(" Syntax: pixaatest", mainName, 1); /* Read in file, split it into a set of tiles, and generate a pdf. * Two things to note for these tiny images: * (1) If you use dct format (jpeg) for each image instead of * flate (lossless), the quantization will be apparent. * (2) If the resolution in pixaConvertToPdf() is above 50, and * you add a red boundary, you will see errors in the boundary * width. */ pixs = pixRead("test24.jpg"); pixGetDimensions(pixs, &w, NULL, &d); pixa = pixaSplitPix(pixs, nx, ny, 0, 0); /* pixa = pixaSplitPix(pixs, nx, ny, 2, 0xff000000); */ /* red border */ pixWrite("/tmp/junk0", pixa->pix[0], IFF_PNG); pixWrite("/tmp/junk9", pixa->pix[9], IFF_PNG); pixaConvertToPdf(pixa, 50, 1.0, 0, 95, "individual", "/tmp/junkout0.pdf"); /* Generate two pixaa by sampling the pixa, and write them to file */ pixaa1 = pixaaCreateFromPixa(pixa, nx, L_CHOOSE_CONSECUTIVE, L_CLONE); pixaa2 = pixaaCreateFromPixa(pixa, nx, L_CHOOSE_SKIP_BY, L_CLONE); pixaaWrite("/tmp/pixaa1.paa", pixaa1); pixaaWrite("/tmp/pixaa2.paa", pixaa2); pixaDestroy(&pixa); pixaaDestroy(&pixaa1); pixaaDestroy(&pixaa2); /* Read each pixaa from file; tile/scale into a pixa */ pixaa1 = pixaaRead("/tmp/pixaa1.paa"); pixaa2 = pixaaRead("/tmp/pixaa2.paa"); tilewidth = w / nx; pixad1 = pixaaDisplayTiledAndScaled(pixaa1, d, tilewidth, ncols, 0, 10, 0); pixad2 = pixaaDisplayTiledAndScaled(pixaa2, d, tilewidth, ncols, 0, 10, 0); /* Generate a pdf from each pixa */ pixaConvertToPdf(pixad1, 50, 1.0, 0, 75, "consecutive", "/tmp/junkout1.pdf"); pixaConvertToPdf(pixad2, 50, 1.0, 0, 75, "skip_by", "/tmp/junkout2.pdf"); /* Write each pixa to a set of files, and generate a PS */ pixaWriteFiles("/tmp/junksplit1.", pixad1, IFF_JFIF_JPEG); pixaWriteFiles("/tmp/junksplit2.", pixad2, IFF_JFIF_JPEG); convertFilesToPS("/tmp", "junksplit1", 40, "/tmp/junkout1.ps"); convertFilesToPS("/tmp", "junksplit2", 40, "/tmp/junkout2.ps"); pixDestroy(&pixs); pixaaDestroy(&pixaa1); pixaaDestroy(&pixaa2); pixaDestroy(&pixad1); pixaDestroy(&pixad2); return 0; }
int main(int argc, char **argv) { char buf[256]; l_int32 w, h, i, j, k, index, op, dir, stretch; l_float32 del, angle, angledeg; BOX *box; L_BMF *bmf; PIX *pixs, *pix1, *pix2, *pixd; PIXA *pixa; static char mainName[] = "warpertest"; if (argc != 1) return ERROR_INT("syntax: warpertest", mainName, 1); bmf = bmfCreate(NULL, 6); /* -------- Stereoscopic warping --------------*/ #if RUN_WARP pixs = pixRead("german.png"); pixGetDimensions(pixs, &w, &h, NULL); pixa = pixaCreate(50); for (i = 0; i < 50; i++) { /* need to test > 2 widths ! */ j = 7 * i; box = boxCreate(0, 0, w - j, h - j); pix1 = pixClipRectangle(pixs, box, NULL); pixd = pixWarpStereoscopic(pix1, 15, 22, 8, 30, -20, 1); pixSetChromaSampling(pixd, 0); pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pix1); boxDestroy(&box); } pixDestroy(&pixs); pixaConvertToPdf(pixa, 100, 1.0, L_JPEG_ENCODE, 0, "warp.pdf", "/tmp/warp.pdf"); pixd = pixaDisplayTiledInRows(pixa, 32, 2000, 1.0, 0, 20, 2); pixWrite("/tmp/warp.jpg", pixd, IFF_JFIF_JPEG); pixaDestroy(&pixa); pixDestroy(&pixd); #endif /* -------- Quadratic Vertical Shear --------------*/ #if RUN_QUAD_VERT_SHEAR pixs = pixCreate(501, 501, 32); pixGetDimensions(pixs, &w, &h, NULL); pixSetAll(pixs); pixRenderLineArb(pixs, 0, 30, 500, 30, 5, 0, 0, 255); pixRenderLineArb(pixs, 0, 110, 500, 110, 5, 0, 255, 0); pixRenderLineArb(pixs, 0, 190, 500, 190, 5, 0, 255, 255); pixRenderLineArb(pixs, 0, 270, 500, 270, 5, 255, 0, 0); pixRenderLineArb(pixs, 0, 360, 500, 360, 5, 255, 0, 255); pixRenderLineArb(pixs, 0, 450, 500, 450, 5, 255, 255, 0); pixa = pixaCreate(50); for (i = 0; i < 50; i++) { j = 3 * i; dir = ((i / 2) & 1) ? L_WARP_TO_RIGHT : L_WARP_TO_LEFT; op = (i & 1) ? L_INTERPOLATED : L_SAMPLED; box = boxCreate(0, 0, w - j, h - j); pix1 = pixClipRectangle(pixs, box, NULL); pix2 = pixQuadraticVShear(pix1, dir, 60, -20, op, L_BRING_IN_WHITE); snprintf(buf, sizeof(buf), "%s, %s", dirstr[dir], opstr[op]); pixd = pixAddSingleTextblock(pix2, bmf, buf, 0xff000000, L_ADD_BELOW, 0); pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pix1); pixDestroy(&pix2); boxDestroy(&box); } pixDestroy(&pixs); pixaConvertToPdf(pixa, 100, 1.0, L_FLATE_ENCODE, 0, "quad_vshear.pdf", "/tmp/quad_vshear.pdf"); pixd = pixaDisplayTiledInRows(pixa, 32, 2000, 1.0, 0, 20, 2); pixWrite("/tmp/quad_vshear.jpg", pixd, IFF_PNG); pixaDestroy(&pixa); pixDestroy(&pixd); #endif /* -------- Linear Horizontal stretching --------------*/ #if RUN_LIN_HORIZ_STRETCH pixs = pixRead("german.png"); pixa = pixaCreate(50); for (k = 0; k < 2; k++) { for (i = 0; i < 25; i++) { index = 25 * k + i; stretch = 10 + 4 * i; if (k == 0) stretch = -stretch; dir = (k == 1) ? L_WARP_TO_RIGHT : L_WARP_TO_LEFT; op = (i & 1) ? L_INTERPOLATED : L_SAMPLED; pix1 = pixStretchHorizontal(pixs, dir, L_LINEAR_WARP, stretch, op, L_BRING_IN_WHITE); snprintf(buf, sizeof(buf), "%s, %s", dirstr[dir], opstr[op]); pixd = pixAddSingleTextblock(pix1, bmf, buf, 0xff000000, L_ADD_BELOW, 0); pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pix1); } } pixDestroy(&pixs); pixaConvertToPdf(pixa, 100, 1.0, L_JPEG_ENCODE, 0, "linear_hstretch.pdf", "/tmp/linear_hstretch.pdf"); pixd = pixaDisplayTiledInRows(pixa, 32, 2500, 1.0, 0, 20, 2); pixWrite("/tmp/linear_hstretch.jpg", pixd, IFF_JFIF_JPEG); pixaDestroy(&pixa); pixDestroy(&pixd); #endif /* -------- Quadratic Horizontal stretching --------------*/ #if RUN_QUAD_HORIZ_STRETCH pixs = pixRead("german.png"); pixa = pixaCreate(50); for (k = 0; k < 2; k++) { for (i = 0; i < 25; i++) { index = 25 * k + i; stretch = 10 + 4 * i; if (k == 0) stretch = -stretch; dir = (k == 1) ? L_WARP_TO_RIGHT : L_WARP_TO_LEFT; op = (i & 1) ? L_INTERPOLATED : L_SAMPLED; pix1 = pixStretchHorizontal(pixs, dir, L_QUADRATIC_WARP, stretch, op, L_BRING_IN_WHITE); snprintf(buf, sizeof(buf), "%s, %s", dirstr[dir], opstr[op]); pixd = pixAddSingleTextblock(pix1, bmf, buf, 0xff000000, L_ADD_BELOW, 0); pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pix1); } } pixDestroy(&pixs); pixaConvertToPdf(pixa, 100, 1.0, L_JPEG_ENCODE, 0, "quad_hstretch.pdf", "/tmp/quad_hstretch.pdf"); pixd = pixaDisplayTiledInRows(pixa, 32, 2500, 1.0, 0, 20, 2); pixWrite("/tmp/quad_hstretch.jpg", pixd, IFF_JFIF_JPEG); pixaDestroy(&pixa); pixDestroy(&pixd); #endif /* -------- Horizontal Shear --------------*/ #if RUN_HORIZ_SHEAR pixs = pixRead("german.png"); pixGetDimensions(pixs, &w, &h, NULL); pixa = pixaCreate(50); for (i = 0; i < 25; i++) { del = 0.2 / 12.; angle = -0.2 + (i - (i & 1)) * del; angledeg = 180. * angle / 3.14159265; op = (i & 1) ? L_INTERPOLATED : L_SAMPLED; if (op == L_SAMPLED) pix1 = pixHShear(NULL, pixs, h / 2, angle, L_BRING_IN_WHITE); else pix1 = pixHShearLI(pixs, h / 2, angle, L_BRING_IN_WHITE); snprintf(buf, sizeof(buf), "%6.2f degree, %s", angledeg, opstr[op]); pixd = pixAddSingleTextblock(pix1, bmf, buf, 0xff000000, L_ADD_BELOW, 0); pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pix1); } pixDestroy(&pixs); pixaConvertToPdf(pixa, 100, 1.0, L_JPEG_ENCODE, 0, "hshear.pdf", "/tmp/hshear.pdf"); pixd = pixaDisplayTiledInRows(pixa, 32, 2500, 1.0, 0, 20, 2); pixWrite("/tmp/hshear.jpg", pixd, IFF_JFIF_JPEG); pixaDestroy(&pixa); pixDestroy(&pixd); #endif /* -------- Vertical Shear --------------*/ #if RUN_VERT_SHEAR pixs = pixRead("german.png"); pixGetDimensions(pixs, &w, &h, NULL); pixa = pixaCreate(50); for (i = 0; i < 25; i++) { del = 0.2 / 12.; angle = -0.2 + (i - (i & 1)) * del; angledeg = 180. * angle / 3.14159265; op = (i & 1) ? L_INTERPOLATED : L_SAMPLED; if (op == L_SAMPLED) pix1 = pixVShear(NULL, pixs, w / 2, angle, L_BRING_IN_WHITE); else pix1 = pixVShearLI(pixs, w / 2, angle, L_BRING_IN_WHITE); snprintf(buf, sizeof(buf), "%6.2f degree, %s", angledeg, opstr[op]); pixd = pixAddSingleTextblock(pix1, bmf, buf, 0xff000000, L_ADD_BELOW, 0); pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pix1); } pixDestroy(&pixs); pixaConvertToPdf(pixa, 100, 1.0, L_JPEG_ENCODE, 0, "vshear.pdf", "/tmp/vshear.pdf"); pixd = pixaDisplayTiledInRows(pixa, 32, 2500, 1.0, 0, 20, 2); pixWrite("/tmp/vshear.jpg", pixd, IFF_JFIF_JPEG); pixaDestroy(&pixa); pixDestroy(&pixd); #endif bmfDestroy(&bmf); return 0; }
int main(int argc, char **argv) { l_int32 i, j, sindex, wb, hb, ws, hs, delx, dely, x, y, y0; PIX *pixs, *pixb, *pix1, *pix2; PIXA *pixa; PIXCMAP *cmap; setLeptDebugOK(1); lept_mkdir("lept/blend"); pixa = pixaCreate(0); pixs = pixRead("rabi.png"); /* blendee */ pixb = pixRead("weasel4.11c.png"); /* blender */ /* Fade the blender */ pixcmapShiftIntensity(pixGetColormap(pixb), FADE_FRACTION); /* Downscale the input */ wb = pixGetWidth(pixb); hb = pixGetHeight(pixb); pix1 = pixScaleToGray4(pixs); /* Threshold to 5 levels, 4 bpp */ ws = pixGetWidth(pix1); hs = pixGetHeight(pix1); pix2 = pixThresholdTo4bpp(pix1, 5, 1); pixaAddPix(pixa, pix2, L_COPY); pixaAddPix(pixa, pixb, L_COPY); cmap = pixGetColormap(pix2); pixcmapWriteStream(stderr, cmap); /* Overwrite the white pixels (at sindex in pix2) */ pixcmapGetIndex(cmap, 255, 255, 255, &sindex); /* Blend the weasel 20 times */ delx = ws / NX; dely = hs / NY; for (i = 0; i < NY; i++) { y = 20 + i * dely; if (y >= hs + hb) continue; for (j = 0; j < NX; j++) { x = 30 + j * delx; y0 = y; if (j & 1) { y0 = y + dely / 2; if (y0 >= hs + hb) continue; } if (x >= ws + wb) continue; pixBlendCmap(pix2, pixb, x, y0, sindex); } } pixaAddPix(pixa, pix2, L_COPY); cmap = pixGetColormap(pix2); pixcmapWriteStream(stderr, cmap); fprintf(stderr, "Writing to: /tmp/lept/blend/blendcmap.pdf\n"); pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, "cmap-blendtest", "/tmp/lept/blend/blendcmap.pdf"); pixDestroy(&pixs); pixDestroy(&pixb); pixDestroy(&pix1); pixDestroy(&pix2); pixaDestroy(&pixa); return 0; }
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); }
int main(int argc, char **argv) { l_int32 i, w, h; PIX *pix0, *pix1, *pix2, *pix3, *pix4, *pix5; PIXA *pixa; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; pixa = pixaCreate(0); /* Blending on a light image */ pix1 = pixRead("fish24.jpg"); pixGetDimensions(pix1, &w, &h, NULL); for (i = 0; i < 3; i++) { pix2 = pixRead(blenders[i]); if (i == 2) { pix3 = pixScale(pix2, 0.5, 0.5); pixDestroy(&pix2); pix2 = pix3; } pix3 = pixAddAlphaToBlend(pix2, 0.3, 0); pix4 = pixMirroredTiling(pix3, w, h); pix5 = pixBlendWithGrayMask(pix1, pix4, NULL, 0, 0); pixaAddPix(pixa, pix5, L_INSERT); regTestWritePixAndCheck(rp, pix5, IFF_JFIF_JPEG); /* 0 - 2 */ pixDisplayWithTitle(pix5, 200 * i, 0, NULL, rp->display); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); } pixDestroy(&pix1); /* Blending on a dark image */ pix0 = pixRead("karen8.jpg"); pix1 = pixScale(pix0, 2.0, 2.0); pixGetDimensions(pix1, &w, &h, NULL); for (i = 0; i < 2; i++) { pix2 = pixRead(blenders[i]); pix3 = pixAddAlphaToBlend(pix2, 0.3, 1); pix4 = pixMirroredTiling(pix3, w, h); pix5 = pixBlendWithGrayMask(pix1, pix4, NULL, 0, 0); pixaAddPix(pixa, pix5, L_INSERT); regTestWritePixAndCheck(rp, pix5, IFF_JFIF_JPEG); /* 3 - 4 */ pixDisplayWithTitle(pix5, 600 + 200 * i, 0, NULL, rp->display); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); } pixaConvertToPdf(pixa, 100, 1.0, L_JPEG_ENCODE, 0, "Blendings: blend4_reg", "/tmp/blend.pdf"); L_INFO("Output pdf: /tmp/blend.pdf\n", rp->testname); pixDestroy(&pix0); pixDestroy(&pix1); pixaDestroy(&pixa); return regTestCleanup(rp); }
int main(int argc, char **argv) { l_uint8 *data1, *data2; l_int32 i, same, w, h, width, success, nba; size_t size1, size2; l_float32 diffarea, diffxor, scalefact; BOX *box; BOXA *boxa1, *boxa2, *boxa3; BOXAA *baa1, *baa2, *baa3; PIX *pix1, *pixdb; PIXA *pixa1, *pixa2; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; lept_mkdir("lept/boxa"); /* Make a boxa and display its contents */ boxa1 = boxaCreate(6); box = boxCreate(60, 60, 40, 20); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(120, 50, 20, 50); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(50, 140, 46, 60); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(166, 130, 64, 28); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(64, 224, 44, 34); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(117, 206, 26, 74); boxaAddBox(boxa1, box, L_INSERT); pix1 = DisplayBoxa(boxa1); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 0 */ pixDisplayWithTitle(pix1, 0, 0, NULL, rp->display); pixDestroy(&pix1); boxaCompareRegions(boxa1, boxa1, 100, &same, &diffarea, &diffxor, NULL); regTestCompareValues(rp, 1, same, 0.0); /* 1 */ regTestCompareValues(rp, 0.0, diffarea, 0.0); /* 2 */ regTestCompareValues(rp, 0.0, diffxor, 0.0); /* 3 */ boxa2 = boxaTransform(boxa1, -13, -13, 1.0, 1.0); boxaCompareRegions(boxa1, boxa2, 10, &same, &diffarea, &diffxor, NULL); regTestCompareValues(rp, 1, same, 0.0); /* 4 */ regTestCompareValues(rp, 0.0, diffarea, 0.0); /* 5 */ regTestCompareValues(rp, 0.0, diffxor, 0.0); /* 6 */ boxaDestroy(&boxa2); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP_AND_BOT, 6, L_ADJUST_CHOOSE_MIN, 1.0, 0); pix1 = DisplayBoxa(boxa2); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 7 */ pixDisplayWithTitle(pix1, 200, 0, NULL, rp->display); pixDestroy(&pix1); boxaCompareRegions(boxa1, boxa2, 10, &same, &diffarea, &diffxor, &pixdb); regTestCompareValues(rp, 1, same, 0.0); /* 8 */ regTestCompareValues(rp, 0.053, diffarea, 0.002); /* 9 */ regTestCompareValues(rp, 0.240, diffxor, 0.002); /* 10 */ regTestWritePixAndCheck(rp, pixdb, IFF_PNG); /* 11 */ pixDisplayWithTitle(pixdb, 400, 0, NULL, rp->display); pixDestroy(&pixdb); boxaDestroy(&boxa1); boxaDestroy(&boxa2); /* Input is a fairly clean boxa */ boxa1 = boxaRead("boxa1.ba"); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP, 80, L_ADJUST_CHOOSE_MIN, 1.05, 1); width = 100; boxaGetExtent(boxa2, &w, &h, NULL); scalefact = (l_float32)width / (l_float32)w; boxa3 = boxaTransform(boxa2, 0, 0, scalefact, scalefact); pix1 = boxaDisplayTiled(boxa3, NULL, 1500, 2, 1.0, 0, 3, 2); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 12 */ pixDisplayWithTitle(pix1, 600, 0, NULL, rp->display); pixDestroy(&pix1); boxaDestroy(&boxa1); boxaDestroy(&boxa2); boxaDestroy(&boxa3); /* Input is an unsmoothed and noisy boxa */ boxa1 = boxaRead("boxa2.ba"); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP, 80, L_ADJUST_CHOOSE_MIN, 1.05, 1); width = 100; boxaGetExtent(boxa2, &w, &h, NULL); scalefact = (l_float32)width / (l_float32)w; boxa3 = boxaTransform(boxa2, 0, 0, scalefact, scalefact); pix1 = boxaDisplayTiled(boxa3, NULL, 1500, 2, 1.0, 0, 3, 2); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 13 */ pixDisplayWithTitle(pix1, 800, 0, NULL, rp->display); pixDestroy(&pix1); boxaDestroy(&boxa1); boxaDestroy(&boxa2); boxaDestroy(&boxa3); /* Input is a boxa smoothed with a median window filter */ boxa1 = boxaRead("boxa3.ba"); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP, 80, L_ADJUST_CHOOSE_MIN, 1.05, 1); width = 100; boxaGetExtent(boxa2, &w, &h, NULL); scalefact = (l_float32)width / (l_float32)w; boxa3 = boxaTransform(boxa2, 0, 0, scalefact, scalefact); pix1 = boxaDisplayTiled(boxa3, NULL, 1500, 2, 1.0, 0, 3, 2); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 14 */ pixDisplayWithTitle(pix1, 1000, 0, NULL, rp->display); pixDestroy(&pix1); boxaDestroy(&boxa1); boxaDestroy(&boxa2); boxaDestroy(&boxa3); /* Test serialized boxa I/O to and from memory */ data1 = l_binaryRead("boxa2.ba", &size1); boxa1 = boxaReadMem(data1, size1); boxaWriteMem(&data2, &size2, boxa1); boxa2 = boxaReadMem(data2, size2); boxaWrite("/tmp/lept/boxa/boxa1.ba", boxa1); boxaWrite("/tmp/lept/boxa/boxa2.ba", boxa2); filesAreIdentical("/tmp/lept/boxa/boxa1.ba", "/tmp/lept/boxa/boxa2.ba", &same); regTestCompareValues(rp, 1, same, 0.0); /* 15 */ boxaDestroy(&boxa1); boxaDestroy(&boxa2); lept_free(data1); lept_free(data2); /* ----------- Test pixaDisplayBoxaa() ------------ */ pixa1 = pixaReadBoth("showboxes.pac"); baa1 = boxaaRead("showboxes1.baa"); baa2 = boxaaTranspose(baa1); baa3 = boxaaTranspose(baa2); nba = boxaaGetCount(baa1); success = TRUE; for (i = 0; i < nba; i++) { boxa1 = boxaaGetBoxa(baa1, i, L_CLONE); boxa2 = boxaaGetBoxa(baa3, i, L_CLONE); boxaEqual(boxa1, boxa2, 0, NULL, &same); boxaDestroy(&boxa1); boxaDestroy(&boxa2); if (!same) success = FALSE; } /* Check that the transpose is reversible */ regTestCompareValues(rp, 1, success, 0.0); /* 16 */ pixa2 = pixaDisplayBoxaa(pixa1, baa2, L_DRAW_RGB, 2); pix1 = pixaDisplayTiledInRows(pixa2, 32, 1400, 1.0, 0, 10, 0); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 17 */ pixDisplayWithTitle(pix1, 0, 600, NULL, rp->display); fprintf(stderr, "Writing to: /tmp/lept/boxa/show.pdf\n"); l_pdfSetDateAndVersion(FALSE); pixaConvertToPdf(pixa2, 75, 1.0, 0, 0, NULL, "/tmp/lept/boxa/show.pdf"); regTestCheckFile(rp, "/tmp/lept/boxa/show.pdf"); /* 18 */ pixDestroy(&pix1); pixaDestroy(&pixa1); pixaDestroy(&pixa2); boxaaDestroy(&baa1); boxaaDestroy(&baa2); boxaaDestroy(&baa3); return regTestCleanup(rp); }
int main(int argc, char **argv) { char label[512]; l_int32 rval, gval, bval, w, h, i, j, rwhite, gwhite, bwhite, count; l_uint32 pixel; GPLOT *gplot1, *gplot2; NUMA *naseq, *na; NUMAA *naa1, *naa2; PIX *pixs, *pixt, *pixt0, *pixt1, *pixt2; PIX *pixr, *pixg, *pixb; /* for color content extraction */ PIXA *pixa, *pixat; PIXCMAP *cmap; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; /* Generate a pdf of results when called with display */ pixa = pixaCreate(0); /* Generate colors by sampling hue with max sat and value. * This image has been saved as 19-colors.png. */ pixat = pixaCreate(19); for (i = 0; i < 19; i++) { convertHSVToRGB((240 * i / 18), 255, 255, &rval, &gval, &bval); composeRGBPixel(rval, gval, bval, &pixel); pixt1 = pixCreate(50, 100, 32); pixSetAllArbitrary(pixt1, pixel); pixaAddPix(pixat, pixt1, L_INSERT); } pixt2 = pixaDisplayTiledInRows(pixat, 32, 1100, 1.0, 0, 0, 0); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 0 */ pixaAddPix(pixa, pixt2, L_INSERT); pixaDestroy(&pixat); /* Colorspace conversion in rgb */ pixs = pixRead("wyom.jpg"); pixaAddPix(pixa, pixs, L_INSERT); pixt = pixConvertRGBToHSV(NULL, pixs); regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 1 */ pixaAddPix(pixa, pixt, L_COPY); pixConvertHSVToRGB(pixt, pixt); regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 2 */ pixaAddPix(pixa, pixt, L_INSERT); /* Colorspace conversion on a colormap */ pixt = pixOctreeQuantNumColors(pixs, 25, 0); regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 3 */ pixaAddPix(pixa, pixt, L_COPY); cmap = pixGetColormap(pixt); if (rp->display) pixcmapWriteStream(stderr, cmap); pixcmapConvertRGBToHSV(cmap); if (rp->display) pixcmapWriteStream(stderr, cmap); regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 4 */ pixaAddPix(pixa, pixt, L_COPY); pixcmapConvertHSVToRGB(cmap); if (rp->display) pixcmapWriteStream(stderr, cmap); regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG); /* 5 */ pixaAddPix(pixa, pixt, L_INSERT); /* Color content extraction */ pixColorContent(pixs, 0, 0, 0, 0, &pixr, &pixg, &pixb); regTestWritePixAndCheck(rp, pixr, IFF_JFIF_JPEG); /* 6 */ pixaAddPix(pixa, pixr, L_INSERT); regTestWritePixAndCheck(rp, pixg, IFF_JFIF_JPEG); /* 7 */ pixaAddPix(pixa, pixg, L_INSERT); regTestWritePixAndCheck(rp, pixb, IFF_JFIF_JPEG); /* 8 */ pixaAddPix(pixa, pixb, L_INSERT); /* Color content measurement. This tests the global * mapping of (r,g,b) --> (white), for 20 different * values of (r,g,b). For each mappings, we compute * the color magnitude and threshold it at six values. * For each of those six thresholds, we plot the * fraction of pixels that exceeds the threshold * color magnitude, where the red value (mapped to * white) goes between 100 and 195. */ pixat = pixaCreate(20); naseq = numaMakeSequence(100, 5, 20); naa1 = numaaCreate(6); naa2 = numaaCreate(6); for (i = 0; i < 6; i++) { na = numaCreate(20); numaaAddNuma(naa1, na, L_COPY); numaaAddNuma(naa2, na, L_INSERT); } pixGetDimensions(pixs, &w, &h, NULL); for (i = 0; i < 20; i++) { rwhite = 100 + 5 * i; gwhite = 200 - 5 * i; bwhite = 150; pixt0 = pixGlobalNormRGB(NULL, pixs, rwhite, gwhite, bwhite, 255); pixaAddPix(pixat, pixt0, L_INSERT); pixt1 = pixColorMagnitude(pixs, rwhite, gwhite, bwhite, L_MAX_DIFF_FROM_AVERAGE_2); for (j = 0; j < 6; j++) { pixt2 = pixThresholdToBinary(pixt1, 30 + 10 * j); pixInvert(pixt2, pixt2); pixCountPixels(pixt2, &count, NULL); na = numaaGetNuma(naa1, j, L_CLONE); numaAddNumber(na, (l_float32)count / (l_float32)(w * h)); numaDestroy(&na); pixDestroy(&pixt2); } pixDestroy(&pixt1); pixt1 = pixColorMagnitude(pixs, rwhite, gwhite, bwhite, L_MAX_MIN_DIFF_FROM_2); for (j = 0; j < 6; j++) { pixt2 = pixThresholdToBinary(pixt1, 30 + 10 * j); pixInvert(pixt2, pixt2); pixCountPixels(pixt2, &count, NULL); na = numaaGetNuma(naa2, j, L_CLONE); numaAddNumber(na, (l_float32)count / (l_float32)(w * h)); numaDestroy(&na); pixDestroy(&pixt2); } pixDestroy(&pixt1); } gplot1 = gplotCreate("/tmp/regout/colorspace.10", GPLOT_PNG, "Fraction with given color (diff from average)", "white point space for red", "amount of color"); gplot2 = gplotCreate("/tmp/regout/colorspace.11", GPLOT_PNG, "Fraction with given color (min diff)", "white point space for red", "amount of color"); for (j = 0; j < 6; j++) { na = numaaGetNuma(naa1, j, L_CLONE); sprintf(label, "thresh %d", 30 + 10 * j); gplotAddPlot(gplot1, naseq, na, GPLOT_LINES, label); numaDestroy(&na); na = numaaGetNuma(naa2, j, L_CLONE); gplotAddPlot(gplot2, naseq, na, GPLOT_LINES, label); numaDestroy(&na); } gplotMakeOutput(gplot1); gplotMakeOutput(gplot2); gplotDestroy(&gplot1); gplotDestroy(&gplot2); pixt1 = pixaDisplayTiledAndScaled(pixat, 32, 250, 4, 0, 10, 2); regTestWritePixAndCheck(rp, pixt1, IFF_JFIF_JPEG); /* 9 */ pixaAddPix(pixa, pixt1, L_INSERT); pixDisplayWithTitle(pixt1, 0, 100, "Color magnitude", rp->display); pixaDestroy(&pixat); numaDestroy(&naseq); numaaDestroy(&naa1); numaaDestroy(&naa2); /* Give gnuplot time to write out the files */ #ifndef _WIN32 sleep(1); #else Sleep(1000); #endif /* _WIN32 */ /* Save as golden files, or check against them */ regTestCheckFile(rp, "/tmp/regout/colorspace.10.png"); /* 10 */ regTestCheckFile(rp, "/tmp/regout/colorspace.11.png"); /* 11 */ if (rp->display) { pixt = pixRead("/tmp/regout/colorspace.10.png"); pixaAddPix(pixa, pixt, L_INSERT); pixt = pixRead("/tmp/regout/colorspace.11.png"); pixaAddPix(pixa, pixt, L_INSERT); pixaConvertToPdf(pixa, 0, 1.0, 0, 0, "colorspace tests", "/tmp/regout/colorspace.pdf"); L_INFO("Output pdf: /tmp/regout/colorspace.pdf\n", rp->testname); } pixaDestroy(&pixa); return regTestCleanup(rp); }
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) { char buf[512]; l_int32 i, n, index; l_int32 rval[4], gval[4], bval[4]; l_uint32 scolor, dcolor; L_BMF *bmf; PIX *pix0, *pix1, *pix2, *pix3, *pix4, *pix5; PIXA *pixa; PIXCMAP *cmap; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; /* Read in the bg colors */ for (i = 0; i < 4; i++) sscanf(bgcolors[i], "%d %d %d", &rval[i], &gval[i], &bval[i]); bmf = bmfCreate("fonts", 8); /* Get the input image (100 ppi resolution) */ pix0 = pixRead("harmoniam100-11.png"); cmap = pixGetColormap(pix0); pixa = pixaCreate(0); /* Do cmapped coloring on the white pixels only */ pixcmapGetIndex(cmap, 255, 255, 255, &index); /* index of white pixels */ for (i = 0; i < 4; i++) { pixcmapResetColor(cmap, index, rval[i], gval[i], bval[i]); snprintf(buf, sizeof(buf), "(rval, bval, gval) = (%d, %d, %d)", rval[i], gval[i], bval[i]); pix1 = pixAddSingleTextblock(pix0, bmf, buf, 0xff000000, L_ADD_AT_BOT, NULL); pixaAddPix(pixa, pix1, L_INSERT); } /* Do cmapped background coloring on all the pixels */ for (i = 0; i < 4; i++) { scolor = 0xffffff00; /* source color */ composeRGBPixel(rval[i], gval[i], bval[i], &dcolor); /* dest color */ pix1 = pixShiftByComponent(NULL, pix0, scolor, dcolor); snprintf(buf, sizeof(buf), "(rval, bval, gval) = (%d, %d, %d)", rval[i], gval[i], bval[i]); pix2 = pixAddSingleTextblock(pix1, bmf, buf, 0xff000000, L_ADD_AT_BOT, NULL); pixaAddPix(pixa, pix2, L_INSERT); pixDestroy(&pix1); } /* Do background coloring on rgb */ pix1 = pixConvertTo32(pix0); for (i = 0; i < 4; i++) { scolor = 0xffffff00; composeRGBPixel(rval[i], gval[i], bval[i], &dcolor); pix2 = pixShiftByComponent(NULL, pix1, scolor, dcolor); snprintf(buf, sizeof(buf), "(rval, bval, gval) = (%d, %d, %d)", rval[i], gval[i], bval[i]); pix3 = pixAddSingleTextblock(pix2, bmf, buf, 0xff000000, L_ADD_AT_BOT, NULL); pixaAddPix(pixa, pix3, L_INSERT); pixDestroy(&pix2); } pixDestroy(&pix1); /* Compare cmapped & rgb foreground coloring */ scolor = 0x0; /* source color */ composeRGBPixel(200, 30, 150, &dcolor); /* ugly fg dest color */ pix1 = pixShiftByComponent(NULL, pix0, scolor, dcolor); /* cmapped */ snprintf(buf, sizeof(buf), "(rval, bval, gval) = (%d, %d, %d)", 200, 100, 50); pix2 = pixAddSingleTextblock(pix1, bmf, buf, 0xff000000, L_ADD_AT_BOT, NULL); pixaAddPix(pixa, pix2, L_INSERT); pix3 = pixConvertTo32(pix0); pix4 = pixShiftByComponent(NULL, pix3, scolor, dcolor); /* rgb */ snprintf(buf, sizeof(buf), "(rval, bval, gval) = (%d, %d, %d)", 200, 100, 50); pix5 = pixAddSingleTextblock(pix4, bmf, buf, 0xff000000, L_ADD_AT_BOT, NULL); pixaAddPix(pixa, pix5, L_INSERT); regTestComparePix(rp, pix1, pix4); regTestComparePix(rp, pix2, pix5); pixDestroy(&pix1); pixDestroy(&pix3); pixDestroy(&pix4); /* Log all the results */ n = pixaGetCount(pixa); for (i = 0; i < n; i++) { pix1 = pixaGetPix(pixa, i, L_CLONE); regTestWritePixAndCheck(rp, pix1, IFF_PNG); pixDestroy(&pix1); } /* If in testing mode, make a pdf */ if (rp->display) { pixaConvertToPdf(pixa, 100, 1.0, L_FLATE_ENCODE, 0, "Colored background", "/tmp/regout/coloring.pdf"); L_INFO("Output pdf: /tmp/regout/coloring.pdf\n", rp->testname); } pixaDestroy(&pixa); pixDestroy(&pix0); bmfDestroy(&bmf); return regTestCleanup(rp); }
int main(int argc, char **argv) { l_int32 w, h, ystart, yend, y, ymax, ymid, i, window, sum1, sum2, rankx; l_uint32 uval; l_float32 ave, rankval, maxvar, variance, norm, conf, angle, radangle; NUMA *na1; PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pix6, *pix7; PIXA *pixa; static char mainName[] = "findbinding"; if (argc != 1) return ERROR_INT(" Syntax: findbinding", mainName, 1); lept_mkdir("lept/binding"); pixa = pixaCreate(0); pix1 = pixRead("binding-example.45.jpg"); pix2 = pixConvertTo8(pix1, 0); /* Find the skew angle */ pix3 = pixConvertTo1(pix2, 150); pixFindSkewSweepAndSearch(pix3, &angle, &conf, 2, 2, 7.0, 1.0, 0.01); fprintf(stderr, "angle = %f, conf = %f\n", angle, conf); /* Deskew, bringing in black pixels at the edges */ if (L_ABS(angle) < 0.1 || conf < 1.5) { pix4 = pixClone(pix2); } else { radangle = 3.1416 * angle / 180.0; pix4 = pixRotate(pix2, radangle, L_ROTATE_AREA_MAP, L_BRING_IN_BLACK, 0, 0); } /* Rotate 90 degrees to make binding horizontal */ pix5 = pixRotateOrth(pix4, 1); /* Sort pixels in each row by their gray value. * Dark pixels on the left, light ones on the right. */ pix6 = pixRankRowTransform(pix5); pixDisplay(pix5, 0, 0); pixDisplay(pix6, 550, 0); pixaAddPix(pixa, pix4, L_COPY); pixaAddPix(pixa, pix5, L_COPY); pixaAddPix(pixa, pix6, L_COPY); /* Make an a priori estimate of the y-interval within which the * binding will be found. The search will be done in this interval. */ pixGetDimensions(pix6, &w, &h, NULL); ystart = 0.25 * h; yend = 0.75 * h; /* Choose a very light rank value; close to white, which * corresponds to a column in pix6 near the right side. */ rankval = 0.98; rankx = (l_int32)(w * rankval); /* Investigate variance in a small window (vertical, size = 5) * of the pixels in that column. These are the %rankval * pixels in each raster of pix6. Find the y-location of * maximum variance. */ window = 5; norm = 1.0 / window; maxvar = 0.0; na1 = numaCreate(0); numaSetParameters(na1, ystart, 1); for (y = ystart; y <= yend; y++) { sum1 = sum2 = 0; for (i = 0; i < window; i++) { pixGetPixel(pix6, rankx, y + i, &uval); sum1 += uval; sum2 += uval * uval; } ave = norm * sum1; variance = norm * sum2 - ave * ave; numaAddNumber(na1, variance); ymid = y + window / 2; if (variance > maxvar) { maxvar = variance; ymax = ymid; } } /* Plot the windowed variance as a function of the y-value * of the window location */ fprintf(stderr, "maxvar = %f, ymax = %d\n", maxvar, ymax); gplotSimple1(na1, GPLOT_PNG, "/tmp/lept/binding/root", NULL); pix7 = pixRead("/tmp/lept/binding/root.png"); pixDisplay(pix7, 0, 800); pixaAddPix(pixa, pix7, L_COPY); /* Superimpose the variance plot over the image. * The variance peak is at the binding. */ pixRenderPlotFromNumaGen(&pix5, na1, L_VERTICAL_LINE, 3, w - 120, 100, 1, 0x0000ff00); pixDisplay(pix5, 1050, 0); pixaAddPix(pixa, pix5, L_COPY); /* Bundle the results up in a pdf */ fprintf(stderr, "Writing pdf output file: /tmp/lept/binding/binding.pdf\n"); pixaConvertToPdf(pixa, 45, 1.0, 0, 0, "Binding locator", "/tmp/lept/binding/binding.pdf"); pixDestroy(&pix1); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); pixDestroy(&pix5); pixDestroy(&pix6); pixDestroy(&pix7); pixaDestroy(&pixa); numaDestroy(&na1); return 0; }
int main(int argc, char **argv) { l_uint8 *data1, *data2; l_int32 i, same, w, h, width, success, nba; size_t size1, size2; l_float32 diffarea, diffxor, scalefact; BOX *box; BOXA *boxa1, *boxa2, *boxa3; BOXAA *baa1, *baa2, *baa3; PIX *pix1, *pixdb; PIXA *pixa1, *pixa2; static char mainName[] = "boxa1_reg"; if (argc != 1) return ERROR_INT(" Syntax: boxa1_reg", mainName, 1); lept_mkdir("lept/boxa"); /* Make a boxa and display its contents */ boxa1 = boxaCreate(6); box = boxCreate(60, 60, 40, 20); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(120, 50, 20, 50); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(50, 140, 46, 60); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(166, 130, 64, 28); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(64, 224, 44, 34); boxaAddBox(boxa1, box, L_INSERT); box = boxCreate(117, 206, 26, 74); boxaAddBox(boxa1, box, L_INSERT); pix1 = DisplayBoxa(boxa1); pixDisplay(pix1, 100, 100); pixDestroy(&pix1); boxaCompareRegions(boxa1, boxa1, 100, &same, &diffarea, &diffxor, NULL); fprintf(stderr, "same = %d, diffarea = %5.3f, diffxor = %5.3f\n", same, diffarea, diffxor); boxa2 = boxaTransform(boxa1, -13, -13, 1.0, 1.0); boxaCompareRegions(boxa1, boxa2, 10, &same, &diffarea, &diffxor, NULL); fprintf(stderr, "same = %d, diffarea = %5.3f, diffxor = %5.3f\n", same, diffarea, diffxor); boxaDestroy(&boxa2); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP_AND_BOT, 6, L_ADJUST_CHOOSE_MIN, 1.0, 0); pix1 = DisplayBoxa(boxa2); pixDisplay(pix1, 100, 500); pixDestroy(&pix1); boxaCompareRegions(boxa1, boxa2, 10, &same, &diffarea, &diffxor, &pixdb); fprintf(stderr, "same = %d, diffarea = %5.3f, diffxor = %5.3f\n", same, diffarea, diffxor); pixDisplay(pixdb, 700, 100); pixDestroy(&pixdb); boxaDestroy(&boxa1); boxaDestroy(&boxa2); /* Input is a fairly clean boxa */ boxa1 = boxaRead("boxa1.ba"); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP, 80, L_ADJUST_CHOOSE_MIN, 1.05, 1); width = 100; boxaGetExtent(boxa2, &w, &h, NULL); scalefact = (l_float32)width / (l_float32)w; boxa3 = boxaTransform(boxa2, 0, 0, scalefact, scalefact); pix1 = boxaDisplayTiled(boxa3, NULL, 1500, 2, 1.0, 0, 3, 2); pixDisplay(pix1, 0, 100); pixWrite("/tmp/lept/boxa/pix1.png", pix1, IFF_PNG); pixDestroy(&pix1); boxaDestroy(&boxa1); boxaDestroy(&boxa2); boxaDestroy(&boxa3); /* Input is an unsmoothed and noisy boxa */ boxa1 = boxaRead("boxa2.ba"); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP, 80, L_ADJUST_CHOOSE_MIN, 1.05, 1); width = 100; boxaGetExtent(boxa2, &w, &h, NULL); scalefact = (l_float32)width / (l_float32)w; boxa3 = boxaTransform(boxa2, 0, 0, scalefact, scalefact); pix1 = boxaDisplayTiled(boxa3, NULL, 1500, 2, 1.0, 0, 3, 2); pixDisplay(pix1, 500, 100); pixWrite("/tmp/lept/boxa/pix2.png", pix1, IFF_PNG); pixDestroy(&pix1); boxaDestroy(&boxa1); boxaDestroy(&boxa2); boxaDestroy(&boxa3); /* Input is a boxa smoothed with a median window filter */ boxa1 = boxaRead("boxa3.ba"); boxa2 = boxaReconcileEvenOddHeight(boxa1, L_ADJUST_TOP, 80, L_ADJUST_CHOOSE_MIN, 1.05, 1); width = 100; boxaGetExtent(boxa2, &w, &h, NULL); scalefact = (l_float32)width / (l_float32)w; boxa3 = boxaTransform(boxa2, 0, 0, scalefact, scalefact); pix1 = boxaDisplayTiled(boxa3, NULL, 1500, 2, 1.0, 0, 3, 2); pixDisplay(pix1, 1000, 100); pixWrite("/tmp/lept/boxa/pix3.png", pix1, IFF_PNG); pixDestroy(&pix1); boxaDestroy(&boxa1); boxaDestroy(&boxa2); boxaDestroy(&boxa3); /* Test serialized boxa I/O to and from memory */ data1 = l_binaryRead("boxa2.ba", &size1); boxa1 = boxaReadMem(data1, size1); boxaWriteMem(&data2, &size2, boxa1); boxa2 = boxaReadMem(data2, size2); boxaWrite("/tmp/lept/boxa/boxa1.ba", boxa1); boxaWrite("/tmp/lept/boxa/boxa2.ba", boxa2); filesAreIdentical("/tmp/lept/boxa/boxa1.ba", "/tmp/lept/boxa/boxa2.ba", &same); if (same) fprintf(stderr, "Good: boxes files are identical\n"); else fprintf(stderr, "Bad: boxes files differ\n"); boxaDestroy(&boxa1); boxaDestroy(&boxa2); lept_free(data1); lept_free(data2); /* Test pixaDisplayBoxaa() */ pixa1 = pixaReadBoth("showboxes.pac"); baa1 = boxaaRead("showboxes1.baa"); baa2 = boxaaTranspose(baa1); baa3 = boxaaTranspose(baa2); nba = boxaaGetCount(baa1); success = TRUE; for (i = 0; i < nba; i++) { boxa1 = boxaaGetBoxa(baa1, i, L_CLONE); boxa2 = boxaaGetBoxa(baa3, i, L_CLONE); boxaEqual(boxa1, boxa2, 0, NULL, &same); boxaDestroy(&boxa1); boxaDestroy(&boxa2); if (!same) success = FALSE; } if (success) fprintf(stderr, "Good: transpose is reversible\n"); else fprintf(stderr, "Bad: transpose failed\n"); pixa2 = pixaDisplayBoxaa(pixa1, baa2, L_DRAW_RGB, 2); pix1 = pixaDisplayTiledInRows(pixa2, 32, 1400, 1.0, 0, 10, 0); pixDisplay(pix1, 0, 600); fprintf(stderr, "Writing to: /tmp/lept/boxa/show.pdf\n"); pixaConvertToPdf(pixa2, 75, 1.0, 0, 0, NULL, "/tmp/lept/boxa/show.pdf"); pixDestroy(&pix1); pixaDestroy(&pixa1); pixaDestroy(&pixa2); boxaaDestroy(&baa1); boxaaDestroy(&baa2); boxaaDestroy(&baa3); 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; }
/*! * \brief pixMorphCompSequenceDwa() * * \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 * \return pixd, or NULL on error * * <pre> * Notes: * (1) This does dwa morphology on binary images, using brick Sels. * (2) This runs a pipeline of operations; no branching is allowed. * (3) It implements all brick Sels that have dimensions up to 63 * on each side, using a composite (linear + comb) when useful. * (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) See pixMorphSequence() for further information about usage. * </pre> */ PIX * pixMorphCompSequenceDwa(PIX *pixs, const char *sequence, l_int32 dispsep) { char *rawop, *op, *fname; char buf[256]; l_int32 nops, i, j, nred, fact, w, h, x, y, border, pdfout; l_int32 level[4]; PIX *pixt1, *pixt2; PIXA *pixa; SARRAY *sa; PROCNAME("pixMorphCompSequenceDwa"); 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; if (!morphSequenceVerify(sa)) { sarrayDestroy(&sa); return (PIX *)ERROR_PTR("sequence not valid", 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); } border = 0; pixt1 = pixCopy(NULL, pixs); pixt2 = NULL; x = y = 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 = pixDilateCompBrickDwa(NULL, pixt1, w, h); pixSwapAndDestroy(&pixt1, &pixt2); break; case 'e': case 'E': sscanf(&op[1], "%d.%d", &w, &h); pixt2 = pixErodeCompBrickDwa(NULL, pixt1, w, h); pixSwapAndDestroy(&pixt1, &pixt2); break; case 'o': case 'O': sscanf(&op[1], "%d.%d", &w, &h); pixOpenCompBrickDwa(pixt1, pixt1, w, h); break; case 'c': case 'C': sscanf(&op[1], "%d.%d", &w, &h); pixCloseCompBrickDwa(pixt1, pixt1, w, h); break; case 'r': case 'R': nred = strlen(op) - 1; for (j = 0; j < nred; j++) level[j] = op[j + 1] - '0'; for (j = nred; j < 4; j++) level[j] = 0; pixt2 = pixReduceRankBinaryCascade(pixt1, level[0], level[1], level[2], level[3]); pixSwapAndDestroy(&pixt1, &pixt2); break; case 'x': case 'X': sscanf(&op[1], "%d", &fact); pixt2 = pixExpandReplicate(pixt1, fact); pixSwapAndDestroy(&pixt1, &pixt2); break; case 'b': case 'B': sscanf(&op[1], "%d", &border); pixt2 = pixAddBorder(pixt1, border, 0); 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, y); x += dispsep; } if (pdfout) pixaAddPix(pixa, pixt1, L_COPY); } if (border > 0) { pixt2 = pixRemoveBorder(pixt1, border); pixSwapAndDestroy(&pixt1, &pixt2); } if (pdfout) { pixaConvertToPdf(pixa, 0, 1.0, L_FLATE_ENCODE, 0, fname, fname); LEPT_FREE(fname); pixaDestroy(&pixa); } sarrayDestroy(&sa); return pixt1; }
int main(int argc, char **argv) { #if 1 l_int32 i, pageno, w, h, left, right; NUMA *nar, *naro, *narl, *nart, *nai, *naio, *nait; PIX *pixs, *pixr, *pixg, *pixgi, *pixd, *pix1, *pix2; PIXA *pixa1, *pixa2; static char mainName[] = "croptest"; if (argc != 1) return ERROR_INT("syntax: croptest", mainName, 1); pixa1 = pixaCreate(2); for (i = 0; i < 2; i++) { pageno = extractNumberFromFilename(fnames[i], 5, 0); fprintf(stderr, "Page %d\n", pageno); pixs = pixRead(fnames[i]); pixr = pixRotate90(pixs, (pageno % 2) ? 1 : -1); pixg = pixConvertTo8(pixr, 0); pixGetDimensions(pixg, &w, &h, NULL); /* Get info on vertical reversal profile */ nar = pixReversalProfile(pixg, 0.8, L_VERTICAL_LINE, 0, h - 1, mindif, 1, 1); naro = numaOpen(nar, 11); gplotSimple1(naro, GPLOT_PNG, "/tmp/root1", "Reversals Opened"); narl = numaLowPassIntervals(naro, 0.1, 0.0); fprintf(stderr, "narl:"); numaWriteStream(stderr, narl); nart = numaThresholdEdges(naro, 0.1, 0.5, 0.0); fprintf(stderr, "nart:"); numaWriteStream(stderr, nart); numaDestroy(&nar); numaDestroy(&naro); /* Get info on vertical intensity profile */ pixgi = pixInvert(NULL, pixg); nai = pixAverageIntensityProfile(pixgi, 0.8, L_VERTICAL_LINE, 0, h - 1, 1, 1); naio = numaOpen(nai, 11); gplotSimple1(naio, GPLOT_PNG, "/tmp/root2", "Intensities Opened"); nait = numaThresholdEdges(naio, 0.4, 0.6, 0.0); fprintf(stderr, "nait:"); numaWriteStream(stderr, nait); numaDestroy(&nai); numaDestroy(&naio); /* Analyze profiles for left/right edges */ GetLeftCut(narl, nart, nait, w, &left); GetRightCut(narl, nart, nait, w, &right); fprintf(stderr, "left = %d, right = %d\n", left, right); /* Output visuals */ #ifndef _WIN32 sleep(1); #else Sleep(1000); #endif /* _WIN32 */ pixa2 = pixaCreate(3); pixSaveTiled(pixr, pixa2, 1.0, 1, 25, 32); pix1 = pixRead("/tmp/root1.png"); pix2 = pixRead("/tmp/root2.png"); pixSaveTiled(pix1, pixa2, 1.0, 1, 25, 32); pixSaveTiled(pix2, pixa2, 1.0, 0, 25, 32); pixd = pixaDisplay(pixa2, 0, 0); pixaDestroy(&pixa2); pixaAddPix(pixa1, pixd, L_INSERT); pixDisplay(pixd, 100, 100); pixDestroy(&pixs); pixDestroy(&pixr); pixDestroy(&pixg); pixDestroy(&pixgi); pixDestroy(&pix1); pixDestroy(&pix2); numaDestroy(&narl); numaDestroy(&nart); numaDestroy(&nait); } pixaConvertToPdf(pixa1, 75, 1.0, L_JPEG_ENCODE, 0, "Profiles", "/tmp/croptest.pdf"); pixaDestroy(&pixa1); return 0; }
int main(int argc, char **argv) { BOX *box; PIX *pixs, *pixs8, *pixm, *pixt1, *pixt2, *pixd; PIXA *pixa; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; pixa = pixaCreate(0); /* Start with a 32 bpp image and a mask. Use the * same mask for all clip/masked operations. */ pixs = pixRead("test24.jpg"); pixt1 = pixRead("rabi.png"); box = boxCreate(303, 1983, 800, 500); pixm = pixClipRectangle(pixt1, box, NULL); pixInvert(pixm, pixm); boxDestroy(&box); box = boxCreate(100, 100, 800, 500); /* clips on pixs and derivatives */ pixt2 = pixClipRectangle(pixs, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_JFIF_JPEG); /* 0 */ pixaAddPix(pixa, pixt2, L_INSERT); pixDestroy(&pixt1); /* Clip 32 bpp RGB */ pixd = pixClipMasked(pixs, pixm, 100, 100, 0x03c08000); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 1 */ pixaAddPix(pixa, pixd, L_INSERT); /* Clip 8 bpp colormapped */ pixt1 = pixMedianCutQuant(pixs, 0); pixt2 = pixClipRectangle(pixt1, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 2 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 0x03c08000); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 3 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); /* Clip 4 bpp colormapped */ pixt1 = pixOctreeQuantNumColors(pixs, 16, 1); pixt2 = pixClipRectangle(pixt1, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 4 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 0x03c08000); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 5 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); /* Clip 2 bpp colormapped */ pixt1 = pixMedianCutQuantGeneral(pixs, 0, 2, 4, 5, 1, 1); pixt2 = pixClipRectangle(pixt1, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 6 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 0x03608000); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 7 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); /* Clip 8 bpp gray */ pixs8 = pixConvertRGBToLuminance(pixs); pixt2 = pixClipRectangle(pixs8, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_JFIF_JPEG); /* 8 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixs8, pixm, 100, 100, 90); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 9 */ pixaAddPix(pixa, pixd, L_INSERT); /* Clip 4 bpp gray */ pixt1 = pixThresholdTo4bpp(pixs8, 16, 0); pixt2 = pixClipRectangle(pixt1, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 10 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 0); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 11 */ pixaAddPix(pixa, pixd, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 5); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 12 */ pixaAddPix(pixa, pixd, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 15); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 13 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); /* Clip 4 bpp gray, colormapped */ pixt1 = pixThresholdTo4bpp(pixs8, 16, 1); pixt2 = pixClipRectangle(pixt1, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 14 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 0x55555500); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 15 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); /* Clip 2 bpp gray */ pixt1 = pixThresholdTo2bpp(pixs8, 4, 0); pixt2 = pixClipRectangle(pixt1, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 16 */ pixaAddPix(pixa, pixt2, L_INSERT); pixd = pixClipMasked(pixt1, pixm, 100, 100, 1); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 17 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); /* Clip 2 bpp gray, colormapped */ pixt1 = pixThresholdTo2bpp(pixs8, 4, 1); pixt2 = pixClipRectangle(pixt1, box, NULL); pixd = pixClipMasked(pixt1, pixm, 100, 100, 0x55555500); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 18 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixt1); pixDestroy(&pixt2); pixDestroy(&pixm); pixDestroy(&pixs); pixDestroy(&pixs8); boxDestroy(&box); /* Finally, do the 1 bpp painting through clipped region. * We start with two 1 bpp text sources, use the inverse * of the 2nd for the mask (so we take all of the 1st * pixels under this mask), and for the remainder, which * are the fg pixels in the 2nd, we paint them black (1). * So this is a simple and fast blending of two 1 bpp pix. */ pixs = pixRead("feyn.tif"); box = boxCreate(670, 827, 800, 500); pixt2 = pixClipRectangle(pixs, box, NULL); regTestWritePixAndCheck(rp, pixt2, IFF_PNG); /* 19 */ pixaAddPix(pixa, pixt2, L_INSERT); boxDestroy(&box); pixt1 = pixRead("rabi.png"); box = boxCreate(303, 1983, 800, 500); pixm = pixClipRectangle(pixt1, box, NULL); pixInvert(pixm, pixm); regTestWritePixAndCheck(rp, pixm, IFF_PNG); /* 20 */ pixaAddPix(pixa, pixm, L_INSERT); pixd = pixClipMasked(pixs, pixm, 670, 827, 1); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 21 */ pixaAddPix(pixa, pixd, L_INSERT); pixDestroy(&pixs); pixDestroy(&pixt1); boxDestroy(&box); /* If in testing mode, make a pdf */ if (rp->display) { pixaConvertToPdf(pixa, 100, 1.0, L_FLATE_ENCODE, 0, "Paint through mask", "/tmp/lept/regout/paintmask.pdf"); L_INFO("Output pdf: /tmp/lept/regout/paintmask.pdf\n", rp->testname); } pixaDestroy(&pixa); return regTestCleanup(rp); }
l_int32 main(int argc, char **argv) { l_int32 irval, igval, ibval; l_float32 rval, gval, bval, fract, fgfract; L_BMF *bmf; BOX *box; BOXA *boxa; FPIX *fpix; PIX *pixs, *pix1, *pix2, *pix3, *pix4, *pix5, *pix6, *pix7; PIX *pix8, *pix9, *pix10, *pix11, *pix12, *pix13, *pix14, *pix15; PIXA *pixa; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; pixa = pixaCreate(0); pixs = pixRead("breviar38.150.jpg"); /* pixs = pixRead("breviar32.150.jpg"); */ pixaAddPix(pixa, pixs, L_CLONE); regTestWritePixAndCheck(rp, pixs, IFF_JFIF_JPEG); /* 0 */ pixDisplayWithTitle(pixs, 0, 0, "Input image", rp->display); /* Extract the blue component, which is small in all the text * regions, including in the highlight color region */ pix1 = pixGetRGBComponent(pixs, COLOR_BLUE); pixaAddPix(pixa, pix1, L_CLONE); regTestWritePixAndCheck(rp, pix1, IFF_JFIF_JPEG); /* 1 */ pixDisplayWithTitle(pix1, 200, 0, "Blue component", rp->display); /* Do a background normalization, with the background set to * approximately 200 */ pix2 = pixBackgroundNormSimple(pix1, NULL, NULL); pixaAddPix(pixa, pix2, L_COPY); regTestWritePixAndCheck(rp, pix2, IFF_JFIF_JPEG); /* 2 */ pixDisplayWithTitle(pix2, 400, 0, "BG normalized to 200", rp->display); /* Do a linear transform on the gray pixels, with 50 going to * black and 160 going to white. 50 is sufficiently low to * make both the red and black print quite dark. Quantize * to a few equally spaced gray levels. This is the image * to which highlight color will be applied. */ pixGammaTRC(pix2, pix2, 1.0, 50, 160); pix3 = pixThresholdOn8bpp(pix2, 7, 1); pixaAddPix(pixa, pix3, L_CLONE); regTestWritePixAndCheck(rp, pix3, IFF_JFIF_JPEG); /* 3 */ pixDisplayWithTitle(pix3, 600, 0, "Basic quantized with white bg", rp->display); /* Identify the regions of red text. First, make a mask * consisting of all pixels such that (R-B)/B is larger * than 2.0. This will have all the red, plus a lot of * the dark pixels. */ fpix = pixComponentFunction(pixs, 1.0, 0.0, -1.0, 0.0, 0.0, 1.0); pix4 = fpixThresholdToPix(fpix, 2.0); pixInvert(pix4, pix4); /* red plus some dark text */ pixaAddPix(pixa, pix4, L_CLONE); regTestWritePixAndCheck(rp, pix4, IFF_PNG); /* 4 */ pixDisplayWithTitle(pix4, 800, 0, "Red plus dark pixels", rp->display); /* Make a mask consisting of all the red and background pixels */ pix5 = pixGetRGBComponent(pixs, COLOR_RED); pix6 = pixThresholdToBinary(pix5, 128); pixInvert(pix6, pix6); /* red plus background (white) */ /* Intersect the two masks to get a mask consisting of pixels * that are almost certainly red. This is the seed. */ pix7 = pixAnd(NULL, pix4, pix6); /* red only (seed) */ pixaAddPix(pixa, pix7, L_COPY); regTestWritePixAndCheck(rp, pix7, IFF_PNG); /* 5 */ pixDisplayWithTitle(pix7, 0, 600, "Seed for red color", rp->display); /* Make the clipping mask by thresholding the image with * the background cleaned to white. */ pix8 = pixThresholdToBinary(pix2, 230); /* mask */ pixaAddPix(pixa, pix8, L_CLONE); regTestWritePixAndCheck(rp, pix8, IFF_PNG); /* 6 */ pixDisplayWithTitle(pix8, 200, 600, "Clipping mask for red components", rp->display); /* Fill into the mask from the seed */ pixSeedfillBinary(pix7, pix7, pix8, 8); /* filled: red plus touching */ regTestWritePixAndCheck(rp, pix7, IFF_PNG); /* 7 */ pixDisplayWithTitle(pix7, 400, 600, "Red component mask filled", rp->display); /* Remove long horizontal and vertical lines from the filled result */ pix9 = pixMorphSequence(pix7, "o40.1", 0); pixSubtract(pix7, pix7, pix9); /* remove long horizontal lines */ pixDestroy(&pix9); pix9 = pixMorphSequence(pix7, "o1.40", 0); pixSubtract(pix7, pix7, pix9); /* remove long vertical lines */ /* Close the regions to be colored */ pix10 = pixMorphSequence(pix7, "c5.1", 0); pixaAddPix(pixa, pix10, L_CLONE); regTestWritePixAndCheck(rp, pix10, IFF_PNG); /* 8 */ pixDisplayWithTitle(pix10, 600, 600, "Components defining regions allowing coloring", rp->display); /* Sanity check on amount to be colored. Only accept images * with less than 10% of all the pixels with highlight color */ pixForegroundFraction(pix10, &fgfract); if (fgfract >= 0.10) { L_INFO("too much highlighting: fract = %6.3f; removing it\n", rp->testname, fgfract); pixClearAll(pix10); pixSetPixel(pix10, 0, 0, 1); } /* Get the bounding boxes of the regions to be colored */ boxa = pixConnCompBB(pix10, 8); /* Get a color to paint that is representative of the * actual highlight color in the image. Scale each * color component up from the average by an amount necessary * to saturate the red. Then divide the green and * blue components by 2.0. */ pixGetAverageMaskedRGB(pixs, pix7, 0, 0, 1, L_MEAN_ABSVAL, &rval, &gval, &bval); fract = 255.0 / rval; irval = lept_roundftoi(fract * rval); igval = lept_roundftoi(fract * gval / 2.0); ibval = lept_roundftoi(fract * bval / 2.0); fprintf(stderr, "(r,g,b) = (%d,%d,%d)\n", irval, igval, ibval); /* Color the quantized gray version in the selected regions */ pix11 = pixColorGrayRegions(pix3, boxa, L_PAINT_DARK, 220, irval, igval, ibval); pixaAddPix(pixa, pix11, L_CLONE); regTestWritePixAndCheck(rp, pix11, IFF_PNG); /* 9 */ pixDisplayWithTitle(pix11, 800, 600, "Final colored result", rp->display); pixaAddPix(pixa, pixs, L_CLONE); /* Test colorization on gray and cmapped gray */ pix12 = pixColorGrayRegions(pix2, boxa, L_PAINT_DARK, 220, 0, 255, 0); pixaAddPix(pixa, pix12, L_CLONE); regTestWritePixAndCheck(rp, pix12, IFF_PNG); /* 10 */ pixDisplayWithTitle(pix12, 900, 600, "Colorizing boxa gray", rp->display); box = boxCreate(200, 200, 250, 350); pix13 = pixCopy(NULL, pix2); pixColorGray(pix13, box, L_PAINT_DARK, 220, 0, 0, 255); pixaAddPix(pixa, pix13, L_CLONE); regTestWritePixAndCheck(rp, pix13, IFF_PNG); /* 11 */ pixDisplayWithTitle(pix13, 1000, 600, "Colorizing box gray", rp->display); pix14 = pixThresholdTo4bpp(pix2, 6, 1); pix15 = pixColorGrayRegions(pix14, boxa, L_PAINT_DARK, 220, 0, 0, 255); pixaAddPix(pixa, pix15, L_CLONE); regTestWritePixAndCheck(rp, pix15, IFF_PNG); /* 12 */ pixDisplayWithTitle(pix15, 1100, 600, "Colorizing boxa cmap", rp->display); pixColorGrayCmap(pix14, box, L_PAINT_DARK, 0, 255, 255); pixaAddPix(pixa, pix14, L_CLONE); regTestWritePixAndCheck(rp, pix14, IFF_PNG); /* 13 */ pixDisplayWithTitle(pix14, 1200, 600, "Colorizing box cmap", rp->display); boxDestroy(&box); /* Generate a pdf of the intermediate results */ lept_mkdir("lept"); L_INFO("Writing to /tmp/lept/colorize.pdf\n", rp->testname); pixaConvertToPdf(pixa, 90, 1.0, 0, 0, "Colorizing highlighted text", "/tmp/lept/colorize.pdf"); pixaDestroy(&pixa); fpixDestroy(&fpix); boxDestroy(&box); boxaDestroy(&boxa); pixDestroy(&pixs); pixDestroy(&pix1); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); pixDestroy(&pix5); pixDestroy(&pix6); pixDestroy(&pix7); pixDestroy(&pix8); pixDestroy(&pix9); pixDestroy(&pix10); pixDestroy(&pix11); pixDestroy(&pix12); pixDestroy(&pix13); pixDestroy(&pix14); pixDestroy(&pix15); /* Test the color detector */ pixa = pixaCreate(7); bmf = bmfCreate("./fonts", 4); pix1 = TestForRedColor(rp, "brev06.75.jpg", 1, bmf); /* 14 */ pixaAddPix(pixa, pix1, L_INSERT); pix1 = TestForRedColor(rp, "brev10.75.jpg", 0, bmf); /* 15 */ pixaAddPix(pixa, pix1, L_INSERT); pix1 = TestForRedColor(rp, "brev14.75.jpg", 1, bmf); /* 16 */ pixaAddPix(pixa, pix1, L_INSERT); pix1 = TestForRedColor(rp, "brev20.75.jpg", 1, bmf); /* 17 */ pixaAddPix(pixa, pix1, L_INSERT); pix1 = TestForRedColor(rp, "brev36.75.jpg", 0, bmf); /* 18 */ pixaAddPix(pixa, pix1, L_INSERT); pix1 = TestForRedColor(rp, "brev53.75.jpg", 1, bmf); /* 19 */ pixaAddPix(pixa, pix1, L_INSERT); pix1 = TestForRedColor(rp, "brev56.75.jpg", 1, bmf); /* 20 */ pixaAddPix(pixa, pix1, L_INSERT); /* Generate a pdf of the color detector results */ L_INFO("Writing to /tmp/lept/colordetect.pdf\n", rp->testname); pixaConvertToPdf(pixa, 45, 1.0, 0, 0, "Color detection", "/tmp/lept/colordetect.pdf"); pixaDestroy(&pixa); bmfDestroy(&bmf); return regTestCleanup(rp); }
/*! * \brief pixItalicWords() * * \param[in] pixs 1 bpp * \param[in] boxaw [optional] word bounding boxes; can be NULL * \param[in] pixw [optional] word box mask; can be NULL * \param[out] pboxa boxa of italic words * \param[in] debugflag 1 for debug output; 0 otherwise * \return 0 if OK, 1 on error * * <pre> * Notes: * (1) You can input the bounding boxes for the words in one of * two forms: as bounding boxes (%boxaw) or as a word mask with * the word bounding boxes filled (%pixw). For example, * to compute %pixw, you can use pixWordMaskByDilation(). * (2) Alternatively, you can set both of these inputs to NULL, * in which case the word mask is generated here. This is * done by dilating and closing the input image to connect * letters within a word, while leaving the words separated. * The parameters are chosen under the assumption that the * input is 10 to 12 pt text, scanned at about 300 ppi. * (3) sel_ital1 and sel_ital2 detect the right edges that are * nearly vertical, at approximately the angle of italic * strokes. We use the right edge to avoid getting seeds * from lower-case 'y'. The typical italic slant has a smaller * angle with the vertical than the 'W', so in most cases we * will not trigger on the slanted lines in the 'W'. * (4) Note that sel_ital2 is shorter than sel_ital1. It is * more appropriate for a typical font scanned at 200 ppi. * </pre> */ l_int32 pixItalicWords(PIX *pixs, BOXA *boxaw, PIX *pixw, BOXA **pboxa, l_int32 debugflag) { char opstring[32]; l_int32 size; BOXA *boxa; PIX *pixsd, *pixm, *pixd; SEL *sel_ital1, *sel_ital2, *sel_ital3; PROCNAME("pixItalicWords"); if (!pixs) return ERROR_INT("pixs not defined", procName, 1); if (!pboxa) return ERROR_INT("&boxa not defined", procName, 1); if (boxaw && pixw) return ERROR_INT("both boxaw and pixw are defined", procName, 1); sel_ital1 = selCreateFromString(str_ital1, 13, 6, NULL); sel_ital2 = selCreateFromString(str_ital2, 10, 6, NULL); sel_ital3 = selCreateFromString(str_ital3, 4, 2, NULL); /* Make the italic seed: extract with HMT; remove noise. * The noise removal close/open is important to exclude * situations where a small slanted line accidentally * matches sel_ital1. */ pixsd = pixHMT(NULL, pixs, sel_ital1); pixClose(pixsd, pixsd, sel_ital3); pixOpen(pixsd, pixsd, sel_ital3); /* Make the word mask. Use input boxes or mask if given. */ size = 0; /* init */ if (boxaw) { pixm = pixCreateTemplate(pixs); pixMaskBoxa(pixm, pixm, boxaw, L_SET_PIXELS); } else if (pixw) { pixm = pixClone(pixw); } else { pixWordMaskByDilation(pixs, NULL, &size, NULL); L_INFO("dilation size = %d\n", procName, size); snprintf(opstring, sizeof(opstring), "d1.5 + c%d.1", size); pixm = pixMorphSequence(pixs, opstring, 0); } /* Binary reconstruction to fill in those word mask * components for which there is at least one seed pixel. */ pixd = pixSeedfillBinary(NULL, pixsd, pixm, 8); boxa = pixConnComp(pixd, NULL, 8); *pboxa = boxa; if (debugflag) { /* Save results at at 2x reduction */ lept_mkdir("lept/ital"); l_int32 res, upper; BOXA *boxat; GPLOT *gplot; NUMA *na; PIXA *pad; PIX *pix1, *pix2, *pix3; pad = pixaCreate(0); boxat = pixConnComp(pixm, NULL, 8); boxaWrite("/tmp/lept/ital/ital.ba", boxat); pixSaveTiledOutline(pixs, pad, 0.5, 1, 20, 2, 32); /* orig */ pixSaveTiledOutline(pixsd, pad, 0.5, 1, 20, 2, 0); /* seed */ pix1 = pixConvertTo32(pixm); pixRenderBoxaArb(pix1, boxat, 3, 255, 0, 0); pixSaveTiledOutline(pix1, pad, 0.5, 1, 20, 2, 0); /* mask + outline */ pixDestroy(&pix1); pixSaveTiledOutline(pixd, pad, 0.5, 1, 20, 2, 0); /* ital mask */ pix1 = pixConvertTo32(pixs); pixRenderBoxaArb(pix1, boxa, 3, 255, 0, 0); pixSaveTiledOutline(pix1, pad, 0.5, 1, 20, 2, 0); /* orig + outline */ pixDestroy(&pix1); pix1 = pixCreateTemplate(pixs); pix2 = pixSetBlackOrWhiteBoxa(pix1, boxa, L_SET_BLACK); pixCopy(pix1, pixs); pix3 = pixDilateBrick(NULL, pixs, 3, 3); pixCombineMasked(pix1, pix3, pix2); pixSaveTiledOutline(pix1, pad, 0.5, 1, 20, 2, 0); /* ital bolded */ pixDestroy(&pix1); pixDestroy(&pix2); pixDestroy(&pix3); pix2 = pixaDisplay(pad, 0, 0); pixWrite("/tmp/lept/ital/ital.png", pix2, IFF_PNG); pixDestroy(&pix2); /* Assuming the image represents 6 inches of actual page width, * the pixs resolution is approximately * (width of pixs in pixels) / 6 * and the images have been saved at half this resolution. */ res = pixGetWidth(pixs) / 12; L_INFO("resolution = %d\n", procName, res); l_pdfSetDateAndVersion(0); pixaConvertToPdf(pad, res, 1.0, L_FLATE_ENCODE, 75, "Italic Finder", "/tmp/lept/ital/ital.pdf"); l_pdfSetDateAndVersion(1); pixaDestroy(&pad); boxaDestroy(&boxat); /* Plot histogram of horizontal white run sizes. A small * initial vertical dilation removes most runs that are neither * inter-character nor inter-word. The larger first peak is * from inter-character runs, and the smaller second peak is * from inter-word runs. */ pix1 = pixDilateBrick(NULL, pixs, 1, 15); upper = L_MAX(30, 3 * size); na = pixRunHistogramMorph(pix1, L_RUN_OFF, L_HORIZ, upper); pixDestroy(&pix1); gplot = gplotCreate("/tmp/lept/ital/runhisto", GPLOT_PNG, "Histogram of horizontal runs of white pixels, vs length", "run length", "number of runs"); gplotAddPlot(gplot, NULL, na, GPLOT_LINES, "plot1"); gplotMakeOutput(gplot); gplotDestroy(&gplot); numaDestroy(&na); } selDestroy(&sel_ital1); selDestroy(&sel_ital2); selDestroy(&sel_ital3); pixDestroy(&pixsd); pixDestroy(&pixm); pixDestroy(&pixd); return 0; }
int main(int argc, char **argv) { l_uint8 *data; l_int32 w, h, n1, n2, n, i, minval, maxval; l_int32 ncolors, rval, gval, bval, equal; l_int32 *rmap, *gmap, *bmap; l_uint32 color; l_float32 gamma; BOX *box; FILE *fp; PIX *pix1, *pix2, *pix3, *pix4, *pix5, *pix6; PIX *pixs, *pixb, *pixg, *pixc, *pixd; PIX *pixg2, *pixcs1, *pixcs2, *pixd1, *pixd2; PIXA *pixa, *pixa2, *pixa3; PIXCMAP *cmap, *cmap2; RGBA_QUAD *cta; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; /* ------------------------ (1) ----------------------------*/ /* Blend with a white background */ pix1 = pixRead("books_logo.png"); pixDisplayWithTitle(pix1, 100, 0, NULL, rp->display); pix2 = pixAlphaBlendUniform(pix1, 0xffffff00); pixDisplayWithTitle(pix2, 100, 150, NULL, rp->display); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 0 */ regTestWritePixAndCheck(rp, pix2, IFF_PNG); /* 1 */ /* Generate an alpha layer based on the white background */ pix3 = pixSetAlphaOverWhite(pix2); pixSetSpp(pix3, 3); pixWrite("/tmp/alphaops.2.png", pix3, IFF_PNG); /* without alpha */ regTestCheckFile(rp, "/tmp/alphaops.2.png"); /* 2 */ pixSetSpp(pix3, 4); regTestWritePixAndCheck(rp, pix3, IFF_PNG); /* 3, with alpha */ pixDisplayWithTitle(pix3, 100, 300, NULL, rp->display); /* Render on a light yellow background */ pix4 = pixAlphaBlendUniform(pix3, 0xffffe000); regTestWritePixAndCheck(rp, pix4, IFF_PNG); /* 4 */ pixDisplayWithTitle(pix4, 100, 450, NULL, rp->display); pixDestroy(&pix1); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); /* ------------------------ (2) ----------------------------*/ lept_rmdir("alpha"); lept_mkdir("alpha"); /* Make the transparency (alpha) layer. * pixs is the mask. We turn it into a transparency (alpha) * layer by converting to 8 bpp. A small convolution fuzzes * the mask edges so that you don't see the pixels. */ pixs = pixRead("feyn-fract.tif"); pixGetDimensions(pixs, &w, &h, NULL); pixg = pixConvert1To8(NULL, pixs, 0, 255); pixg2 = pixBlockconvGray(pixg, NULL, 1, 1); regTestWritePixAndCheck(rp, pixg2, IFF_JFIF_JPEG); /* 5 */ pixDisplayWithTitle(pixg2, 0, 0, "alpha", rp->display); /* Make the viewable image. * pixc is the image that we see where the alpha layer is * opaque -- i.e., greater than 0. Scale it to the same * size as the mask. To visualize what this will look like * when displayed over a black background, create the black * background image, pixb, and do the blending with pixcs1 * explicitly using the alpha layer pixg2. */ pixc = pixRead("tetons.jpg"); pixcs1 = pixScaleToSize(pixc, w, h); regTestWritePixAndCheck(rp, pixcs1, IFF_JFIF_JPEG); /* 6 */ pixDisplayWithTitle(pixcs1, 300, 0, "viewable", rp->display); pixb = pixCreateTemplate(pixcs1); /* black */ pixd1 = pixBlendWithGrayMask(pixb, pixcs1, pixg2, 0, 0); regTestWritePixAndCheck(rp, pixd1, IFF_JFIF_JPEG); /* 7 */ pixDisplayWithTitle(pixd1, 600, 0, "alpha-blended 1", rp->display); /* Embed the alpha layer pixg2 into the color image pixc. * Write it out as is. Then clean pixcs1 (to 0) under the fully * transparent part of the alpha layer, and write that result * out as well. */ pixSetRGBComponent(pixcs1, pixg2, L_ALPHA_CHANNEL); pixWrite("/tmp/alpha/pixcs1.png", pixcs1, IFF_PNG); pixcs2 = pixSetUnderTransparency(pixcs1, 0, 0); pixWrite("/tmp/alpha/pixcs2.png", pixcs2, IFF_PNG); /* What will this look like over a black background? * Do the blending explicitly and display. It should * look identical to the blended result pixd1 before cleaning. */ pixd2 = pixBlendWithGrayMask(pixb, pixcs2, pixg2, 0, 0); regTestWritePixAndCheck(rp, pixd2, IFF_JFIF_JPEG); /* 8 */ pixDisplayWithTitle(pixd2, 0, 400, "alpha blended 2", rp->display); /* Read the two images back, ignoring the transparency layer. * The uncleaned image will come back identical to pixcs1. * However, the cleaned image will be black wherever * the alpha layer was fully transparent. It will * look the same when viewed through the alpha layer, * but have much better compression. */ pix1 = pixRead("/tmp/alpha/pixcs1.png"); /* just pixcs1 */ pix2 = pixRead("/tmp/alpha/pixcs2.png"); /* cleaned under transparent */ n1 = nbytesInFile("/tmp/alpha/pixcs1.png"); n2 = nbytesInFile("/tmp/alpha/pixcs2.png"); fprintf(stderr, " Original: %d bytes\n Cleaned: %d bytes\n", n1, n2); regTestWritePixAndCheck(rp, pix1, IFF_JFIF_JPEG); /* 9 */ regTestWritePixAndCheck(rp, pix2, IFF_JFIF_JPEG); /* 10 */ pixDisplayWithTitle(pix1, 300, 400, "without alpha", rp->display); pixDisplayWithTitle(pix2, 600, 400, "cleaned under transparent", rp->display); pixa = pixaCreate(0); pixSaveTiled(pixg2, pixa, 1.0, 1, 20, 32); pixSaveTiled(pixcs1, pixa, 1.0, 1, 20, 0); pixSaveTiled(pix1, pixa, 1.0, 0, 20, 0); pixSaveTiled(pixd1, pixa, 1.0, 1, 20, 0); pixSaveTiled(pixd2, pixa, 1.0, 0, 20, 0); pixSaveTiled(pix2, pixa, 1.0, 1, 20, 0); pixd = pixaDisplay(pixa, 0, 0); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 11 */ pixDisplayWithTitle(pixd, 200, 200, "composite", rp->display); pixWrite("/tmp/alpha/alpha.png", pixd, IFF_JFIF_JPEG); pixDestroy(&pixd); pixaDestroy(&pixa); pixDestroy(&pixs); pixDestroy(&pixb); pixDestroy(&pixg); pixDestroy(&pixg2); pixDestroy(&pixc); pixDestroy(&pixcs1); pixDestroy(&pixcs2); pixDestroy(&pixd); pixDestroy(&pixd1); pixDestroy(&pixd2); pixDestroy(&pix1); pixDestroy(&pix2); /* ------------------------ (3) ----------------------------*/ color = 0xffffa000; gamma = 1.0; minval = 0; maxval = 200; box = boxCreate(0, 85, 600, 100); pixa = pixaCreate(6); pix1 = pixRead("blend-green1.jpg"); pixaAddPix(pixa, pix1, L_INSERT); pix1 = pixRead("blend-green2.png"); pixaAddPix(pixa, pix1, L_INSERT); pix1 = pixRead("blend-green3.png"); pixaAddPix(pixa, pix1, L_INSERT); pix1 = pixRead("blend-orange.jpg"); pixaAddPix(pixa, pix1, L_INSERT); pix1 = pixRead("blend-yellow.jpg"); pixaAddPix(pixa, pix1, L_INSERT); pix1 = pixRead("blend-red.png"); pixaAddPix(pixa, pix1, L_INSERT); n = pixaGetCount(pixa); pixa2 = pixaCreate(n); pixa3 = pixaCreate(n); for (i = 0; i < n; i++) { pix1 = pixaGetPix(pixa, i, L_CLONE); pix2 = DoBlendTest(pix1, box, color, gamma, minval, maxval, 1); regTestWritePixAndCheck(rp, pix2, IFF_JFIF_JPEG); /* 12, 14, ... 22 */ pixDisplayWithTitle(pix2, 150 * i, 0, NULL, rp->display); pixaAddPix(pixa2, pix2, L_INSERT); pix2 = DoBlendTest(pix1, box, color, gamma, minval, maxval, 2); regTestWritePixAndCheck(rp, pix2, IFF_JFIF_JPEG); /* 13, 15, ... 23 */ pixDisplayWithTitle(pix2, 150 * i, 200, NULL, rp->display); pixaAddPix(pixa3, pix2, L_INSERT); pixDestroy(&pix1); } if (rp->display) { pixaConvertToPdf(pixa2, 0, 0.75, L_FLATE_ENCODE, 0, "blend 1 test", "/tmp/alpha/blending1.pdf"); pixaConvertToPdf(pixa3, 0, 0.75, L_FLATE_ENCODE, 0, "blend 2 test", "/tmp/alpha/blending2.pdf"); } pixaDestroy(&pixa); pixaDestroy(&pixa2); pixaDestroy(&pixa3); boxDestroy(&box); /* ------------------------ (4) ----------------------------*/ /* Use one image as the alpha component for a second image */ pix1 = pixRead("test24.jpg"); pix2 = pixRead("marge.jpg"); pix3 = pixScale(pix2, 1.9, 2.2); pix4 = pixConvertTo8(pix3, 0); pixSetRGBComponent(pix1, pix4, L_ALPHA_CHANNEL); regTestWritePixAndCheck(rp, pix1, IFF_PNG); /* 24 */ pixDisplayWithTitle(pix1, 600, 0, NULL, rp->display); /* Set the alpha value in a colormap to bval */ pix5 = pixOctreeColorQuant(pix1, 128, 0); cmap = pixGetColormap(pix5); pixcmapToArrays(cmap, &rmap, &gmap, &bmap, NULL); n = pixcmapGetCount(cmap); for (i = 0; i < n; i++) { pixcmapGetColor(cmap, i, &rval, &gval, &bval); cta = (RGBA_QUAD *)cmap->array; cta[i].alpha = bval; } /* Test binary serialization/deserialization of colormap with alpha */ pixcmapSerializeToMemory(cmap, 4, &ncolors, &data); cmap2 = pixcmapDeserializeFromMemory(data, 4, ncolors); CmapEqual(cmap, cmap2, &equal); regTestCompareValues(rp, TRUE, equal, 0.0); /* 25 */ pixcmapDestroy(&cmap2); lept_free(data); /* Test ascii serialization/deserialization of colormap with alpha */ fp = fopenWriteStream("/tmp/alpha/cmap.4", "w"); pixcmapWriteStream(fp, cmap); fclose(fp); fp = fopenReadStream("/tmp/alpha/cmap.4"); cmap2 = pixcmapReadStream(fp); fclose(fp); CmapEqual(cmap, cmap2, &equal); regTestCompareValues(rp, TRUE, equal, 0.0); /* 26 */ pixcmapDestroy(&cmap2); /* Test r/w for cmapped pix with non-opaque alpha */ pixDisplayWithTitle(pix5, 900, 0, NULL, rp->display); regTestWritePixAndCheck(rp, pix5, IFF_PNG); /* 27 */ pixWrite("/tmp/alpha/fourcomp.png", pix5, IFF_PNG); pix6 = pixRead("/tmp/alpha/fourcomp.png"); regTestComparePix(rp, pix5, pix6); /* 28 */ pixDestroy(&pix1); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); pixDestroy(&pix5); pixDestroy(&pix6); lept_free(rmap); lept_free(gmap); lept_free(bmap); return regTestCleanup(rp); }
int main(int argc, char **argv) { l_int32 i, pageno, w, h, left, right; NUMA *na1, *nar, *naro, *narl, *nart, *nai, *naio, *nait; PIX *pixs, *pixr, *pixg, *pixgi, *pixd, *pix1, *pix2; PIXA *pixa1, *pixa2; static char mainName[] = "croptest"; if (argc != 1) return ERROR_INT("syntax: croptest", mainName, 1); setLeptDebugOK(1); lept_mkdir("lept/crop"); pixa1 = pixaCreate(2); for (i = 0; i < 2; i++) { pageno = extractNumberFromFilename(fnames[i], 5, 0); fprintf(stderr, "Page %d\n", pageno); pixs = pixRead(fnames[i]); pixr = pixRotate90(pixs, (pageno % 2) ? 1 : -1); pixg = pixConvertTo8(pixr, 0); pixGetDimensions(pixg, &w, &h, NULL); /* Get info on vertical reversal profile */ nar = pixReversalProfile(pixg, 0.8, L_VERTICAL_LINE, 0, h - 1, mindif, 1, 1); naro = numaOpen(nar, 11); gplotSimple1(naro, GPLOT_PNG, "/tmp/lept/crop/reversals", "Reversals Opened"); narl = numaLowPassIntervals(naro, 0.1, 0.0); fprintf(stderr, "narl:"); numaWriteStream(stderr, narl); nart = numaThresholdEdges(naro, 0.1, 0.5, 0.0); fprintf(stderr, "nart:"); numaWriteStream(stderr, nart); numaDestroy(&nar); numaDestroy(&naro); /* Get info on vertical intensity profile */ pixgi = pixInvert(NULL, pixg); nai = pixAverageIntensityProfile(pixgi, 0.8, L_VERTICAL_LINE, 0, h - 1, 1, 1); naio = numaOpen(nai, 11); gplotSimple1(naio, GPLOT_PNG, "/tmp/lept/crop/intensities", "Intensities Opened"); nait = numaThresholdEdges(naio, 0.4, 0.6, 0.0); fprintf(stderr, "nait:"); numaWriteStream(stderr, nait); numaDestroy(&nai); numaDestroy(&naio); /* Analyze profiles for left/right edges */ GetLeftCut(narl, nart, nait, w, &left); GetRightCut(narl, nart, nait, w, &right); fprintf(stderr, "left = %d, right = %d\n", left, right); /* Output visuals */ pixa2 = pixaCreate(3); pixSaveTiled(pixr, pixa2, 1.0, 1, 25, 32); pix1 = pixRead("/tmp/lept/crop/reversals.png"); pix2 = pixRead("/tmp/lept/crop/intensities.png"); pixSaveTiled(pix1, pixa2, 1.0, 1, 25, 32); pixSaveTiled(pix2, pixa2, 1.0, 0, 25, 32); pixd = pixaDisplay(pixa2, 0, 0); pixaDestroy(&pixa2); pixaAddPix(pixa1, pixd, L_INSERT); pixDisplay(pixd, 100, 100); pixDestroy(&pixs); pixDestroy(&pixr); pixDestroy(&pixg); pixDestroy(&pixgi); pixDestroy(&pix1); pixDestroy(&pix2); numaDestroy(&narl); numaDestroy(&nart); numaDestroy(&nait); } fprintf(stderr, "Writing profiles to /tmp/lept/crop/croptest.pdf\n"); pixaConvertToPdf(pixa1, 75, 1.0, L_JPEG_ENCODE, 0, "Profiles", "/tmp/lept/crop/croptest.pdf"); pixaDestroy(&pixa1); /* Now plot the profiles from text lines */ pixs = pixRead("1555.007.jpg"); pixGetDimensions(pixs, &w, &h, NULL); na1 = pixReversalProfile(pixs, 0.98, L_HORIZONTAL_LINE, 0, h - 1, 40, 3, 3); gplotSimple1(na1, GPLOT_PNG, "/tmp/lept/crop/rev", "Reversals"); numaDestroy(&na1); na1 = pixAverageIntensityProfile(pixs, 0.98, L_HORIZONTAL_LINE, 0, h - 1, 1, 1); gplotSimple1(na1, GPLOT_PNG, "/tmp/lept/crop/inten", "Intensities"); numaDestroy(&na1); pixa1 = pixaCreate(3); pixaAddPix(pixa1, pixScale(pixs, 0.5, 0.5), L_INSERT); pix1 = pixRead("/tmp/lept/crop/rev.png"); pixaAddPix(pixa1, pix1, L_INSERT); pix1 = pixRead("/tmp/lept/crop/inten.png"); pixaAddPix(pixa1, pix1, L_INSERT); pixd = pixaDisplayTiledInRows(pixa1, 32, 1000, 1.0, 0, 30, 2); pixWrite("/tmp/lept/crop/profiles.png", pixd, IFF_PNG); pixDisplay(pixd, 100, 100); pixDestroy(&pixs); pixDestroy(&pixd); pixaDestroy(&pixa1); return 0; }