/*====================================================================* - Copyright (C) 2001 Leptonica. All rights reserved. - - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions - are met: - 1. Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - 2. Redistributions in binary form must reproduce the above - copyright notice, this list of conditions and the following - disclaimer in the documentation and/or other materials - provided with the distribution. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL ANY - CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, - EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, - PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR - PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY - OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. *====================================================================*/ /* * convolve_reg.c * * Tests a number of convolution functions. */ #ifdef HAVE_CONFIG_H #include #endif /* HAVE_CONFIG_H */ #include "allheaders.h" static const char *kel1str = " 20 50 80 50 20 " " 50 100 140 100 50 " " 90 160 200 160 90 " " 50 100 140 100 50 " " 20 50 80 50 20 "; static const char *kel2str = " -20 -50 -80 -50 -20 " " -50 50 80 50 -50 " " -90 90 200 90 -90 " " -50 50 80 50 -50 " " -20 -50 -80 -50 -20 "; static const char *kel3xstr = " -70 40 100 40 -70 "; static const char *kel3ystr = " 20 -70 40 100 40 -70 20 "; int main(int argc, char **argv) { l_int32 i, j, sizex, sizey, bias; FPIX *fpixv, *fpixrv; L_KERNEL *kel1, *kel2, *kel3x, *kel3y; PIX *pixs, *pixacc, *pixg, *pixt, *pixd; PIX *pixb, *pixm, *pixms, *pixrv, *pix1, *pix2, *pix3, *pix4; L_REGPARAMS *rp; if (regTestSetup(argc, argv, &rp)) return 1; /* Test pixBlockconvGray() on 8 bpp */ pixs = pixRead("test8.jpg"); pixacc = pixBlockconvAccum(pixs); pixd = pixBlockconvGray(pixs, pixacc, 3, 5); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 0 */ pixDisplayWithTitle(pixd, 100, 0, NULL, rp->display); pixDestroy(&pixacc); pixDestroy(&pixd); /* Test pixBlockconv() on 8 bpp */ pixd = pixBlockconv(pixs, 9, 8); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 1 */ pixDisplayWithTitle(pixd, 200, 0, NULL, rp->display); pixDestroy(&pixd); pixDestroy(&pixs); /* Test pixBlockrank() on 1 bpp */ pixs = pixRead("test1.png"); pixacc = pixBlockconvAccum(pixs); for (i = 0; i < 3; i++) { pixd = pixBlockrank(pixs, pixacc, 4, 4, 0.25 + 0.25 * i); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 2 - 4 */ pixDisplayWithTitle(pixd, 300 + 100 * i, 0, NULL, rp->display); pixDestroy(&pixd); } /* Test pixBlocksum() on 1 bpp */ pixd = pixBlocksum(pixs, pixacc, 16, 16); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 5 */ pixDisplayWithTitle(pixd, 700, 0, NULL, rp->display); pixDestroy(&pixd); pixDestroy(&pixacc); pixDestroy(&pixs); /* Test pixCensusTransform() */ pixs = pixRead("test24.jpg"); pixg = pixScaleRGBToGrayFast(pixs, 2, COLOR_GREEN); pixd = pixCensusTransform(pixg, 10, NULL); regTestWritePixAndCheck(rp, pixd, IFF_PNG); /* 6 */ pixDisplayWithTitle(pixd, 800, 0, NULL, rp->display); pixDestroy(&pixd); /* Test generic convolution with kel1 */ kel1 = kernelCreateFromString(5, 5, 2, 2, kel1str); pixd = pixConvolve(pixg, kel1, 8, 1); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 7 */ pixDisplayWithTitle(pixd, 100, 500, NULL, rp->display); pixDestroy(&pixd); /* Test convolution with flat rectangular kel */ kel2 = kernelCreate(11, 11); kernelSetOrigin(kel2, 5, 5); for (i = 0; i < 11; i++) { for (j = 0; j < 11; j++) kernelSetElement(kel2, i, j, 1); } pixd = pixConvolve(pixg, kel2, 8, 1); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 8 */ pixDisplayWithTitle(pixd, 200, 500, NULL, rp->display); pixDestroy(&pixd); kernelDestroy(&kel1); kernelDestroy(&kel2); /* Test pixBlockconv() on 32 bpp */ pixt = pixScaleBySampling(pixs, 0.5, 0.5); pixd = pixBlockconv(pixt, 4, 6); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 9 */ pixDisplayWithTitle(pixd, 300, 500, NULL, rp->display); pixDestroy(&pixt); pixDestroy(&pixs); pixDestroy(&pixg); pixDestroy(&pixd); /* Test bias convolution non-separable with kel2 */ pixs = pixRead("marge.jpg"); pixg = pixScaleRGBToGrayFast(pixs, 2, COLOR_GREEN); kel2 = kernelCreateFromString(5, 5, 2, 2, kel2str); pixd = pixConvolveWithBias(pixg, kel2, NULL, TRUE, &bias); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 10 */ pixDisplayWithTitle(pixd, 400, 500, NULL, rp->display); lept_stderr("bias = %d\n", bias); kernelDestroy(&kel2); pixDestroy(&pixd); /* Test bias convolution separable with kel3x and kel3y */ kel3x = kernelCreateFromString(1, 5, 0, 2, kel3xstr); kel3y = kernelCreateFromString(7, 1, 3, 0, kel3ystr); pixd = pixConvolveWithBias(pixg, kel3x, kel3y, TRUE, &bias); regTestWritePixAndCheck(rp, pixd, IFF_JFIF_JPEG); /* 11 */ pixDisplayWithTitle(pixd, 500, 500, NULL, rp->display); lept_stderr("bias = %d\n", bias); kernelDestroy(&kel3x); kernelDestroy(&kel3y); pixDestroy(&pixd); pixDestroy(&pixs); pixDestroy(&pixg); /* Test pixWindowedMean() and pixWindowedMeanSquare() on 8 bpp */ pixs = pixRead("feyn-fract2.tif"); pixg = pixConvertTo8(pixs, 0); sizex = 5; sizey = 20; pixb = pixAddBorderGeneral(pixg, sizex + 1, sizex + 1, sizey + 1, sizey + 1, 0); pixm = pixWindowedMean(pixb, sizex, sizey, 1, 1); pixms = pixWindowedMeanSquare(pixb, sizex, sizey, 1); regTestWritePixAndCheck(rp, pixm, IFF_JFIF_JPEG); /* 12 */ pixDisplayWithTitle(pixm, 100, 0, NULL, rp->display); pixDestroy(&pixs); pixDestroy(&pixb); /* Test pixWindowedVariance() on 8 bpp */ pixWindowedVariance(pixm, pixms, &fpixv, &fpixrv); pixrv = fpixConvertToPix(fpixrv, 8, L_CLIP_TO_ZERO, 1); regTestWritePixAndCheck(rp, pixrv, IFF_JFIF_JPEG); /* 13 */ pixDisplayWithTitle(pixrv, 100, 250, NULL, rp->display); pix1 = fpixDisplayMaxDynamicRange(fpixv); pix2 = fpixDisplayMaxDynamicRange(fpixrv); pixDisplayWithTitle(pix1, 100, 500, "Variance", rp->display); pixDisplayWithTitle(pix2, 100, 750, "RMS deviation", rp->display); regTestWritePixAndCheck(rp, pix1, IFF_JFIF_JPEG); /* 14 */ regTestWritePixAndCheck(rp, pix2, IFF_JFIF_JPEG); /* 15 */ fpixDestroy(&fpixv); fpixDestroy(&fpixrv); pixDestroy(&pixm); pixDestroy(&pixms); pixDestroy(&pixrv); /* Test again all windowed functions with simpler interface */ pixWindowedStats(pixg, sizex, sizey, 0, NULL, NULL, &fpixv, &fpixrv); pix3 = fpixDisplayMaxDynamicRange(fpixv); pix4 = fpixDisplayMaxDynamicRange(fpixrv); regTestComparePix(rp, pix1, pix3); /* 16 */ regTestComparePix(rp, pix2, pix4); /* 17 */ pixDestroy(&pixg); pixDestroy(&pix1); pixDestroy(&pix2); pixDestroy(&pix3); pixDestroy(&pix4); fpixDestroy(&fpixv); fpixDestroy(&fpixrv); return regTestCleanup(rp); }