ACM Computing Surveys (CSUR)
On-Road Vehicle Detection: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Toward Reliable Off Road Autonomous Vehicles Operating in Challenging Environments
International Journal of Robotics Research
IEEE Transactions on Pattern Analysis and Machine Intelligence
Laser-based detection and tracking of multiple people in crowds
Computer Vision and Image Understanding
Multi-modal tracking of people using laser scanners and video camera
Image and Vision Computing
Autonomous driving in urban environments: Boss and the Urban Challenge
Journal of Field Robotics - Special Issue on the 2007 DARPA Urban Challenge, Part I
Monocular Pedestrian Detection: Survey and Experiments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Obstacle detection and tracking for the urban challenge
IEEE Transactions on Intelligent Transportation Systems
Planning-based prediction for pedestrians
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Pedestrian Detection and Tracking Using Three-dimensional LADAR Data
International Journal of Robotics Research
The Marulan Data Sets: Multi-sensor Perception in a Natural Environment with Challenging Conditions
International Journal of Robotics Research
A High-rate, Heterogeneous Data Set From The DARPA Urban Challenge
International Journal of Robotics Research
Ford Campus vision and lidar data set
International Journal of Robotics Research
Pedestrian Protection Systems: Issues, Survey, and Challenges
IEEE Transactions on Intelligent Transportation Systems
A novel system for tracking pedestrians using multiple single-row laser-range scanners
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Survey of clustering algorithms
IEEE Transactions on Neural Networks
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The detection and tracking of moving objects is an essential task in robotics. The CMU-RI Navlab group has developed such a system that uses a laser scanner as its primary sensor. We will describe our algorithm and its use in several applications. Our system worked successfully on indoor and outdoor platforms and with several different kinds and configurations of two-dimensional and three-dimensional laser scanners. The applications vary from collision warning systems, people classification, observing human tracks, and input to a dynamic planner. Several of these systems were evaluated in live field tests and shown to be robust and reliable. © 2012 Wiley Periodicals, Inc. © 2013 Wiley Periodicals, Inc.