pranavjha/text-detector

/*====================================================================*
 -  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.
 *====================================================================*/

/*
 *  binarize_reg.c
 *
 *     Tests Sauvola local binarization and variants
 */

#include "allheaders.h"

PIX *PixTest1(PIX *pixs, l_int32 size, l_float32 factor, L_REGPARAMS  *rp);
PIX *PixTest2(PIX *pixs, l_int32 size, l_float32 factor, l_int32 nx,
              l_int32 ny, L_REGPARAMS *rp);
void PixTest3(PIX *pixs, l_int32 size, l_float32 factor,
              l_int32 nx, l_int32 ny, l_int32 paircount, L_REGPARAMS *rp);

int main(int    argc,
         char **argv)
{
PIX          *pixs, *pixt1, *pixt2;
L_REGPARAMS  *rp;

    if (regTestSetup(argc, argv, &rp))
        return 1;

    pixs = pixRead("w91frag.jpg");

    PixTest3(pixs, 3, 0.20, 2, 3, 0, rp);
    PixTest3(pixs, 6, 0.20, 100, 100, 1, rp);
    PixTest3(pixs, 10, 0.40, 10, 10, 2, rp);
    PixTest3(pixs, 10, 0.40, 20, 20, 3, rp);
    PixTest3(pixs, 20, 0.34, 30, 30, 4, rp);

    pixt1 = PixTest1(pixs, 7, 0.34, rp);
    pixt2 = PixTest2(pixs, 7, 0.34, 4, 4, rp);
    regTestComparePix(rp, pixt1, pixt2);
    pixDestroy(&pixt1);
    pixDestroy(&pixt2);

        /* Do combination of contrast norm and sauvola */
    pixt1 = pixContrastNorm(NULL, pixs, 100, 100, 55, 1, 1);
    pixSauvolaBinarizeTiled(pixt1, 8, 0.34, 1, 1, NULL, &pixt2);
    regTestWritePixAndCheck(rp, pixt1, IFF_PNG);
    regTestWritePixAndCheck(rp, pixt2, IFF_PNG);
    pixDisplayWithTitle(pixt1, 100, 500, NULL, rp->display);
    pixDisplayWithTitle(pixt2, 700, 500, NULL, rp->display);
    pixDestroy(&pixt1);
    pixDestroy(&pixt2);

    pixDestroy(&pixs);
    return regTestCleanup(rp);
}


PIX *
PixTest1(PIX          *pixs,
         l_int32       size,
         l_float32     factor,
         L_REGPARAMS  *rp)
{
l_int32  w, h;
PIX     *pixm, *pixsd, *pixth, *pixd, *pixt;
PIXA    *pixa;

    pixm = pixsd = pixth = pixd = NULL;
    pixGetDimensions(pixs, &w, &h, NULL);

        /* Get speed */
    startTimer();
    pixSauvolaBinarize(pixs, size, factor, 1, NULL, NULL, NULL, &pixd);
    fprintf(stderr, "\nSpeed: 1 tile,  %7.3f Mpix/sec\n",
            (w * h / 1000000.) / stopTimer());
    pixDestroy(&pixd);

        /* Get results */
    pixSauvolaBinarize(pixs, size, factor, 1, &pixm, &pixsd, &pixth, &pixd);
    pixa = pixaCreate(0);
    pixSaveTiled(pixm, pixa, 1.0, 1, 30, 8);
    pixSaveTiled(pixsd, pixa, 1.0, 0, 30, 8);
    pixSaveTiled(pixth, pixa, 1.0, 1, 30, 8);
    pixSaveTiled(pixd, pixa, 1.0, 0, 30, 8);
    pixt = pixaDisplay(pixa, 0, 0);
    regTestWritePixAndCheck(rp, pixt, IFF_JFIF_JPEG);
    if (rp->index < 5)
        pixDisplayWithTitle(pixt, 100, 100, NULL, rp->display);
    regTestWritePixAndCheck(rp, pixd, IFF_PNG);

    pixaDestroy(&pixa);
    pixDestroy(&pixm);
    pixDestroy(&pixsd);
    pixDestroy(&pixth);
    pixDestroy(&pixt);
    return pixd;
}


PIX *
PixTest2(PIX          *pixs,
         l_int32       size,
         l_float32     factor,
         l_int32       nx,
         l_int32       ny,
         L_REGPARAMS  *rp)
{
l_int32  w, h;
PIX     *pixth, *pixd, *pixt;
PIXA    *pixa;

    pixth = pixd = NULL;
    pixGetDimensions(pixs, &w, &h, NULL);

        /* Get speed */
    startTimer();
    pixSauvolaBinarizeTiled(pixs, size, factor, nx, ny, NULL, &pixd);
    fprintf(stderr, "Speed: %d x %d tiles,  %7.3f Mpix/sec\n",
            nx, ny, (w * h / 1000000.) / stopTimer());
    pixDestroy(&pixd);

        /* Get results */
    pixSauvolaBinarizeTiled(pixs, size, factor, nx, ny, &pixth, &pixd);
    regTestWritePixAndCheck(rp, pixth, IFF_JFIF_JPEG);
    regTestWritePixAndCheck(rp, pixd, IFF_PNG);
    if (rp->index < 5 && rp->display) {
        pixa = pixaCreate(0);
        pixSaveTiled(pixth, pixa, 1.0, 1, 30, 8);
        pixSaveTiled(pixd, pixa, 1.0, 0, 30, 8);
        pixt = pixaDisplay(pixa, 0, 0);
        pixDisplayWithTitle(pixt, 100, 400, NULL, rp->display);
        pixDestroy(&pixt);
        pixaDestroy(&pixa);
    }

    pixDestroy(&pixth);
    return pixd;
}


void
PixTest3(PIX          *pixs,
         l_int32       size,
         l_float32     factor,
         l_int32       nx,
         l_int32       ny,
         l_int32       paircount,
         L_REGPARAMS  *rp)
{
PIX  *pixt1, *pixt2;

    pixt1 = PixTest1(pixs, size, factor, rp);
    pixt2 = PixTest2(pixs, size, factor, nx, ny, rp);
    regTestComparePix(rp, pixt1, pixt2);
    pixDestroy(&pixt1);
    pixDestroy(&pixt2);
    return;
}