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edge_alignment-1's Introduction

Distance Transform Based Image Alignment

Implementation of edge alignment for camera motion estimation, mainly based on the following paper. Tested on Ubuntu 16.04 Desktop with OpenCV 3.3, Eigen3, Ceres and Sophus(a621ff2)

@inproceedings{kuse2016robust,
  title={Robust camera motion estimation using direct edge alignment and sub-gradient method},
  author={Kuse, Manohar and Shen, Shaojie},
  booktitle={Robotics and Automation (ICRA), 2016 IEEE International Conference on},
  pages={573--579},
  year={2016},
  organization={IEEE}
}

Result

1.edge from source image. 2.distance transform of target image 3.edge reprojection to target image 4.optimization result

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