2010 · 205 citations · 17 references
EngineeringAutonomous SystemsComputer ScienceComputer VisionMobile RoboticsRoboticsDepth EstimationNavigation SystemsOptical FlowRobot NavigationRobotic VisionVisual NavigationCollision Avoidance ManeuversDepth Map EstimationDepth Map ReconstructionIndoor NavigationNavigationUav NavigationUnmanned Aerial Vehicle NavigationVision-based Navigation
Safe navigation through corridors plays a major role in the autonomous use of Micro Aerial Vehicles (MAVs) in indoor environments. In this paper, we present an approach for wall collision avoidance using a depth map based on optical flow from on board camera images. An omnidirectional fisheye camera is used as a primary sensor, while IMU data is needed for compensating rotational effects of the optical flow. The here presented approach is designed for safely maneuvering a helicopter through an indoor corridor. Results based on real images taken in a corridor with textured walls are shown at the end of this paper.
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Jianbo Shi, Tomasi · 1994 · 6.9K citations · Full text
Performance of optical flow techniques
John A. Barron, David J. Fleet, Steven S. Beauchemin et al. · 2003 · 740 citations
Computing, Physics, Computer Vision +10