ShiTomasi.cc

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// Copyright 2008 Isis Innovation Limited
#include "ptam/ShiTomasi.h"
#include <math.h>

using namespace CVD;

double FindShiTomasiScoreAtPoint(BasicImage<byte> &image,
                                 int nHalfBoxSize,
                                 ImageRef irCenter)
{
  double dXX = 0;
  double dYY = 0;
  double dXY = 0;

  ImageRef irStart = irCenter - ImageRef(nHalfBoxSize, nHalfBoxSize);
  ImageRef irEnd = irCenter + ImageRef(nHalfBoxSize, nHalfBoxSize);

  ImageRef ir;
  for(ir.y = irStart.y; ir.y<=irEnd.y; ir.y++)
    for(ir.x = irStart.x; ir.x<=irEnd.x; ir.x++)
    {
      double dx = image[ir + ImageRef(1,0)] - image[ir - ImageRef(1,0)];
      double dy = image[ir + ImageRef(0,1)] - image[ir - ImageRef(0,1)];
      dXX += dx*dx;
      dYY += dy*dy;
      dXY += dx*dy;
    }

  int nPixels = (irEnd - irStart + ImageRef(1,1)).area();
  dXX = dXX / (2.0 * nPixels);
  dYY = dYY / (2.0 * nPixels);
  dXY = dXY / (2.0 * nPixels);

  // Find and return smaller eigenvalue:
  return 0.5 * (dXX + dYY - sqrt( (dXX + dYY) * (dXX + dYY) - 4 * (dXX * dYY - dXY * dXY) ));
};