Navigating, Recognizing and Describing Urban Spaces With Vision and Lasers
International Journal of Robotics Research
Selecting feature detectors for accurate visual odometry
WSEAS Transactions on Circuits and Systems
Vast-scale Outdoor Navigation Using Adaptive Relative Bundle Adjustment
International Journal of Robotics Research
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
The Marulan Data Sets: Multi-sensor Perception in a Natural Environment with Challenging Conditions
International Journal of Robotics Research
Realtime motion segmentation based multibody visual SLAM
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Testing image segmentation for topological SLAM with omnidirectional images
MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
Adaptive compression for 3D laser data
International Journal of Robotics Research
RSLAM: A System for Large-Scale Mapping in Constant-Time Using Stereo
International Journal of Computer Vision
Learning to close loops from range data
International Journal of Robotics Research
CAT-SLAM: probabilistic localisation and mapping using a continuous appearance-based trajectory
International Journal of Robotics Research
Adaptive data compression for robot perception
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Challenging data sets for point cloud registration algorithms
International Journal of Robotics Research
OpenRatSLAM: an open source brain-based SLAM system
Autonomous Robots
Bubble space and place representation in topological maps
International Journal of Robotics Research
Geometric particle swarm optimization for robust visual ego-motion estimation via particle filtering
Image and Vision Computing
Robust loop closing over time for pose graph SLAM
International Journal of Robotics Research
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In this paper we present a large dataset intended for use in mobile robotics research. Gathered from a robot driving several kilometers through a park and campus, it contains a five-degree-of-freedom dead-reckoned trajectory, laser range/reflectance data and 20 Hz stereoscopic and omnidirectional imagery. All data is carefully timestamped and all data logs are in human readable form with the images in standard formats. We provide a set of tools to access the data and detailed tagging and segmentations to facilitate its use.