Henrik Kretzschmar

Henrik Kretzschmar

I am a PhD student in the Autonomous Intelligent Systems group at the University of Freiburg under the advisement of Wolfram Burgard.

My research interests focus on mobile robot navigation and machine learning.

 

Contact Information

Henrik Kretzschmar
Autonomous Intelligent Systems
Department of Computer Science
University of Freiburg
Georges-Köhler-Allee 79, room 1019
D-79110 Freiburg
Germany

Phone: +49 761 203 8177
Mail: kretzsch _at_ informatik.uni-freiburg.de

 

Publications

Refereed Journal Articles

kretzschmar12ijrr

Henrik Kretzschmar and Cyrill Stachniss
Information-Theoretic Compression of Pose Graphs for Laser-Based SLAM.
In The International Journal of Robotics Research (IJRR), 2012, Volume 31, Issue 11, pp. 1219-1230.
[PDF] [BibTeX]

Videos: FHW, Intel, Fr079.

Kai M. Wurm, Henrik Kretzschmar, Rainer Kümmerle, Cyrill Stachniss, and Wolfram Burgard
Identifying Vegetation from Laser Data in Structured Outdoor Environments.
In Robotics and Autonomous Systems (RAS), 2012.
In press.

kretzschmar10ki

Henrik Kretzschmar, Giorgio Grisetti, and Cyrill Stachniss
Lifelong Map Learning for Graph-based SLAM in Static Environments.
In KI - Künstliche Intelligenz (KI), 2010, Volume 24, Issue 3, pp. 199-206.
[BibTeX]

Refereed Conference Articles

beinhofer13icra

Maximilian Beinhofer, Henrik Kretzschmar, and Wolfram Burgard
Deploying Artificial Landmarks to Foster Data Association in Simultaneous Localization and Mapping.
In Proc. of the IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, 2013.
[PDF] [BibTeX]

abdo13icra

Nichola Abdo, Henrik Kretzschmar, Luciano Spinello, and Cyrill Stachniss
Learning Manipulation Actions from a Few Demonstrations.
In Proc. of the IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, 2013.
[PDF] [BibTeX]

kuderer12rss

Markus Kuderer, Henrik Kretzschmar, Christoph Sprunk, and Wolfram Burgard
Feature-Based Prediction of Trajectories for Socially Compliant Navigation.
In Proc. of Robotics: Science and Systems (RSS), Sydney, Australia, 2012.
[PDF] [BibTeX]

ziegler11iros

Jakob Ziegler, Henrik Kretzschmar, Cyrill Stachniss, Giorgio Grisetti, and Wolfram Burgard
Accurate Human Motion Capture in Large Areas by Combining IMU- and Laser-Based People Tracking.
In Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), San Francisco, CA, USA, 2011.
[PDF] [BibTeX]

kretzschmar11iros

Henrik Kretzschmar, Cyrill Stachniss, and Giorgio Grisetti
Efficient Information-Theoretic Graph Pruning for Graph-Based SLAM with Laser Range Finders.
In Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), San Francisco, CA, USA, 2011.
[PDF] [BibTeX]

kretzschmar08iros

Henrik Kretzschmar, Cyrill Stachniss, Christian Plagemann, and Wolfram Burgard
Estimating Landmark Locations from Geo-Referenced Photographs.
In Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nice, France, 2008.
[PDF] [BibTeX]

berton03essv

André Berton, Harald Hüning, and Henrik Kretzschmar
Domänenspezifische Sprachmodelle und Konfidenzmaße für die Domänendetektion und die Verringerung von Erkennungsfehlern.
In Tagungsband der 14. Konferenz Elektronische Sprachsignalverarbeitung (ESSV), Karlsruhe, Germany, 2003.

Refereed Workshop Papers

abdo12tampra

Nichola Abdo, Henrik Kretzschmar, and Cyrill Stachniss
From Low-Level Trajectory Demonstrations to Symbolic Actions for Planning.
In Proc. of the Workshop on Combining Task and Motion Planning for Real-World Applications (TAMPRA) at the International Conference on Automated Planning and Scheduling (ICAPS), Atibaia, São Paulo, Brazil, 2012.
[PDF] [BibTeX]

Invited Articles

stachniss11isrr

Cyrill Stachniss and Henrik Kretzschmar
Pose Graph Compression for Laser-Based SLAM.
In Proc. of the International Symposium of Robotics Research (ISRR), Flagstaff, AZ, USA, 2011.
Invited presentation.
[PDF] [BibTeX]

Theses

kretzschmar09diplom

Henrik Kretzschmar
Lifelong Map Learning for Graph-based Simultaneous Localization and Mapping.
Diplomarbeit, University of Freiburg, 2009.

kretzschmar08studienarbeit

Henrik Kretzschmar
Estimating Landmark Locations from Geo-Referenced Photographs.
Studienarbeit, University of Freiburg, 2008.

 

Supervised Theses

  • Nichola Abdo. Inferring Symbolic Actions from Demonstrations for Solving Manipulation Tasks in the Real World. Master's Thesis, 2012.

  • Jakob Ziegler. Improving Inertial Motion Capture Using Mobile Robots. Diplomarbeit, 2010.

 

Teaching