
Dr. Stefan Laible
Background
- Abitur at the Graf-Zeppelin-Gymnasium, Friedrichshafen
- Studies of Computer Science at the University of Tuebingen
- Diploma thesis: Klassifikation von Pflanzen anhand 3D-Laserscanner-Daten mittels maschineller Lernverfahren
- December 2009 - November 2010: MINT scholarship of the state of Baden-Württemberg
in co-operation with the Robert Bosch GmbH - 2009 - 2014: Research assistant at the Department of Cognitive Systems,
University of Tuebingen - Since 2015: Research engineer at the Bosch research center in Renningen
Research Interests
- Terrain Classification
- Computer Vision
- Autonomous Navigation
Current Project
- Terrain Mapping ( Video )
PhD Thesis
Publications
[1] | Stefan Laible and Andreas Zell. Building local terrain maps using spatio-temporal classification for semantic robot localization. In Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on, pages 4591--4597, Chicago, IL, September 2014. IEEE, IEEE. [ DOI | details | pdf ] |
[2] | Stefan Laible, Yasir Niaz Khan, and Andreas Zell. Terrain classification with conditional random fields on fused 3d lidar and camera data. In European Conference on Mobile Robots (ECMR 2013), pages 172--177, Barcelona, Catalonia, Spain, September 2013. IEEE. [ DOI | details | pdf ] |
[3] | Stefan Laible, Yasir Niaz Khan, Karsten Bohlmann, and Andreas Zell. 3d lidar- and camera-based terrain classification under different lighting conditions. In Autonomous Mobile Systems 2012, Informatik aktuell, pages 21--29. Springer Berlin Heidelberg, 2012. [ DOI | details | link | pdf ] |
[4] | Ulrich Weiss, Peter Biber, Stefan Laible, Karsten Bohlmann, and Andreas Zell. Plant species classification using a 3d lidar sensor and machine learning. In Machine Learning and Applications (ICMLA), 2010 Ninth International Conference on, pages 339--345, Washington, D.C., USA, dec. 2010. IEEE Computer Society, IEEE. [ DOI | details | pdf ] |
Posters
- Plant Detection, Mapping and Differentiation for Autonomous Agricultural Robots
Ulrich Weiss, Peter Biber, Stefan Laible, Andreas Zell
4th International Conference on Cognitive Systems (CogSys 2010), Zurich, Switzerland
Teaching
- Praktikum: Mobile Roboter (SoSe 2010)
- Praktikum: Mobile Roboter (SoSe 2011)
- Praktikum: Software Engineering (Tutor) (SoSe 2011)
- Praktikum: Mobile Roboter (WiSe 2011/12)
- Praktikum: Mobile Roboter (SoSe 2012)
- Praktikum: Mobile Roboter (WiSe 2012/13)
- Praktikum: Mobile Roboter (SoSe 2013)
- Praktikum: Mobile Roboter (WiSe 2013/14)
Robot Competitions
- 1st place in SICK robot day 2010 with Team Attempto
- 5th place in Field Robot Event 2011 with Team Attempto
Press
- Feldroboter im Einsatz (Bayer CropScience, 24.06.2010)