Epilines still not correct..

asked 2016-04-27 04:27:20 -0500

updated 2016-04-27 05:24:03 -0500

Hello everyone,

I was following OpenCV tutorial for Epipolar geometry in python and wanted to see in my little test code converting to c++ (Qt environment). Testing with the standart dataset of OpenCV concludes the following scene. The epilines seem to converge wrong. The F (fundamental) matrix was calculated with least median algorithm. I changed to 8-point algorithm with not much change.

Can anyone shed a light what might be going wrong please?

Thanks in advance,

int minHessian = 400;
  Ptr<SurfFeatureDetector> surf_ = SURF::create( minHessian );
  FlannBasedMatcher matcher;

  std::tie(img1, imgp1) = m_images[ui->cmbImage1->currentText()];
  std::tie(img2, imgp2) = m_images[ui->cmbImage2->currentText()];

  cvut::convertToGray(img1, img_gray_1);
  cvut::convertToGray(img2, img_gray_2);

  surf_->detect(img_gray_1, keypoints_1);
  surf_->detect(img_gray_2, keypoints_2);

  surf_->compute(img_gray_1, keypoints_1, descriptors_1);
  surf_->compute(img_gray_2, keypoints_2, descriptors_2);

  matcher.match( descriptors_1, descriptors_2, matches );

  vector< DMatch > good_matches;

  cvut::getGoodMatchesWithMinDist(matches, good_matches);

  DMatch match;
  for( size_t m = 0; m < good_matches.size(); m++ )
      match = good_matches[m];
      pts1.push_back( keypoints_1[match.queryIdx].pt );
      pts2.push_back( keypoints_2[match.trainIdx].pt );

  F = findFundamentalMat(pts1, pts2, FM_LMEDS);

  computeCorrespondEpilines(pts1, 1, F, lines2);

  computeCorrespondEpilines(pts2, 2, F, lines1);

and the drawing code :

 QPointF pt0, pt1;
  Vec3f r;
  qreal c0 = m_bbImg1.width();

  qreal c = m_bbImg1.width();
  for(int i = 0; i < lines1.size(); i++)
      r = lines1[i];
      pt0 = QPointF(0, -r[2]/r[1]);
      pt1 = QPointF(c, -(r[2]+r[0]*c)/r[1]);

  c = m_bbImg2.width();
  for(int i = 0; i < lines2.size(); i++)
      r = lines2[i];
      pt0 = QPointF(c0, -r[2]/r[1]);
      pt1 = QPointF(c0+c, -(r[2]+r[0]*c)/r[1]);

image description

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