Program Listing for File dt.hpp

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/*
Copyright (C) 2006 Pedro Felzenszwalb

This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307 USA
*/

/* distance transform */

#ifndef GRID_MAP_SDF__DISTANCE_TRANSFORM__DT_HPP_
#define GRID_MAP_SDF__DISTANCE_TRANSFORM__DT_HPP_

#include <algorithm>

#include "grid_map_sdf/distance_transform/image.hpp"
#include "grid_map_sdf/distance_transform/imconv.hpp"

namespace distance_transform
{
const double INF = 1E20;

/* dt of 1d function using squared distance */
static float * dt(float * f, int n)
{
  float * d = new float[n];
  int * v = new int[n];
  float * z = new float[n + 1];
  int k = 0;
  v[0] = 0;
  z[0] = -INF;
  z[1] = +INF;
  for (int q = 1; q <= n - 1; q++) {
    float s = ((f[q] + square(q)) - (f[v[k]] + square(v[k]))) / (2 * q - 2 * v[k]);
    while (s <= z[k]) {
      k--;
      s = ((f[q] + square(q)) - (f[v[k]] + square(v[k]))) / (2 * q - 2 * v[k]);
    }
    k++;
    v[k] = q;
    z[k] = s;
    z[k + 1] = +INF;
  }

  k = 0;
  for (int q = 0; q <= n - 1; q++) {
    while (z[k + 1] < q) {
      k++;
    }
    d[q] = square(q - v[k]) + f[v[k]];
  }

  delete[] v;
  delete[] z;
  return d;
}

/* dt of 2d function using squared distance */
static void dt(image<float> * im)
{
  int width = im->width();
  int height = im->height();
  float * f = new float[std::max(width, height)];

  // transform along columns
  for (int x = 0; x < width; x++) {
    for (int y = 0; y < height; y++) {
      f[y] = imRef(im, x, y);
    }
    float * d = dt(f, height);
    for (int y = 0; y < height; y++) {
      imRef(im, x, y) = d[y];
    }
    delete[] d;
  }

  // transform along rows
  for (int y = 0; y < height; y++) {
    for (int x = 0; x < width; x++) {
      f[x] = imRef(im, x, y);
    }
    float * d = dt(f, width);
    for (int x = 0; x < width; x++) {
      imRef(im, x, y) = d[x];
    }
    delete[] d;
  }

  delete[] f;
}

/* dt of binary image using squared distance */
static image<float> * dt(image<uchar> * im, uchar on = 1)
{
  int width = im->width();
  int height = im->height();

  image<float> * out = new image<float>(width, height, false);
  for (int y = 0; y < height; y++) {
    for (int x = 0; x < width; x++) {
      if (imRef(im, x, y) == on) {
        imRef(out, x, y) = 0;
      } else {
        imRef(out, x, y) = INF;
      }
    }
  }

  dt(out);
  return out;
}

}  // namespace distance_transform

#endif  // GRID_MAP_SDF__DISTANCE_TRANSFORM__DT_HPP_