Hauke Strasdat
Papers
12
Total Citations
2,895
H-Index
9
About
Hauke Strasdat is a leading researcher in robotics and computer vision, best known for his foundational work on graph optimization for simultaneous localization and mapping (SLAM) and bundle adjustment. His most influential contribution is the development of G²o (General Graph Optimization), a general framework that formulates SLAM and BA problems as least squares optimization over graph representations. This work, with nearly 2,000 citations, has become a standard tool in the field, enabling efficient, real-time performance for a wide range of robotic perception tasks. Strasdat also made significant advances in monocular SLAM, introducing scale drift-aware methods that allow accurate large-scale mapping with a single camera—a breakthrough that opened new possibilities for lightweight and cost-effective robotic systems. His work on the Replica dataset, a collection of highly photo-realistic 3D indoor scene reconstructions with rich semantic and geometric annotations, has become a key benchmark for embodied AI and scene understanding research. Earlier in his career, Strasdat contributed to humanoid robotics, including the development of a robotic busboy for home assistance and soccer-playing robots. His research consistently bridges theory and practice, with high-impact tools and datasets that continue to shape modern robotics and computer vision.
Research Focus
Key Achievements
Top Papers
- 1G<sup>2</sup>o: A general framework for graph optimization1,966 citations · 2011
- 2The Replica Dataset: A Digital Replica of Indoor Spaces384 citations · 2019
- 3Scale Drift-Aware Large Scale Monocular SLAM340 citations · 2011
- 4The Robotic Busboy: Steps Towards Developing a Mobile Robotic Home Assistant56 citations · 2008
- 5
- 6See, walk, and kick: Humanoid robots start to play soccer40 citations · 2006
- 7Efficient vision-based navigation22 citations · 2010
- 8Multi-cue Localization for Soccer Playing Humanoid Robots20 citations · 2007
- 9
- 10Learning efficient policies for vision-based navigation6 citations · 2009