Robotics· 2014
LSD-SLAM: Large-Scale Direct Monocular SLAM
On the reading lists
- #213 in the Top 500 (2026 edition)
- #9 in Robotics (2026 edition)
Why it matters
Landmark direct (featureless) monocular SLAM with semi-dense maps.
Condensed from the expert lists' notes.
The record
- First released
- 2014 (from Crossref)
- Citations
- 4,146 citations, as counted by
Semantic Scholar (non-commercial licence) - Awards
- ECCV Koenderink Prize
- Named by
- the grok list only
- Score
- 0.520 · computed rank 213 · consensus 0.36, must-read 0, citations percentile 0.75 (2010s · robotics), awards 1, existing lists 0. Method
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and
Semantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.