English

Direct Sparse Mapping

Computer Vision and Pattern Recognition 2020-06-02 v2 Robotics

Abstract

Photometric bundle adjustment, PBA, accurately estimates geometry from video. However, current PBA systems have a temporary map that cannot manage scene reobservations. We present, DSM, a full monocular visual SLAM based on PBA. Its persistent map handles reobservations, yielding the most accurate results up to date on EuRoC for a direct method.

Keywords

Cite

@article{arxiv.1904.06577,
  title  = {Direct Sparse Mapping},
  author = {Jon Zubizarreta and Iker Aguinaga and J. M. M. Montiel},
  journal= {arXiv preprint arXiv:1904.06577},
  year   = {2020}
}

Comments

Accepted for publication in IEEE Transactions on Robotics

R2 v1 2026-06-23T08:38:44.810Z