2012 · 527 citations · 15 references
EngineeringField RoboticsNew CollisionIntelligent RoboticsPoint Cloud ProcessingObject ManipulationRange SearchingPoint CloudSpatiotemporal DatabaseData ScienceSystems EngineeringData IntegrationRobot LearningKinematicsComputational GeometryData ManagementGeometric ModelingMachine VisionGeneral Purpose LibraryComputer EngineeringComputer ScienceStructure From MotionPattern MatchingComputer VisionDiscrete Collision DetectionRelational QueriesReachability AnalysisContinuous Collision DetectionMotion PlanningNatural SciencesFormal MethodsCollision DetectionRobotics
We present a new collision and proximity library that integrates several techniques for fast and accurate collision checking and proximity computation. Our library is based on hierarchical representations and designed to perform multiple proximity queries on different model representations. The set of queries includes discrete collision detection, continuous collision detection, separation distance computation and penetration depth estimation. The input models may correspond to triangulated rigid or deformable models and articulated models. Moreover, FCL can perform probabilistic collision checking between noisy point clouds that are captured using cameras or LIDAR sensors. The main benefit of FCL lies in the fact that it provides a unified interface that can be used by various applications. Furthermore, its flexible architecture makes it easier to implement new algorithms within this framework. The runtime performance of the library is comparable to state of the art collision and proximity algorithms. We demonstrate its performance on synthetic datasets as well as motion planning and grasping computations performed using a two-armed mobile manipulation robot.
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S. Gottschalk, Ming C. Lin, Dinesh Manocha · 1996 · 2K citations
Computational Science, Engineering, Interference Alignment +9
The Open Motion Planning Library
Ioan A. Şucan, Mark Moll, Lydia E. Kavraki · IEEE Robotics & Automation Magazine · 2012 · 1.6K citations
Jonathan D. Cohen, Ming C. Lin, Dinesh Manocha et al. · 1995 · 619 citations · Full text