IEEE Transactions on Instrumentation and Measurement · 2007 · 29 citations · 8 references
EngineeringComputer ScienceRobotics EngineeringComputer VisionHumanoid RoboticsRoboticsMachine Vision For RoboticsObject DetectionObject RecognitionPerception For Humanoid RobotsPose EstimationRobotic VisionComputer Vision For RoboticsObject Detection For RoboticsReal-time Feature DetectionReal-time ProcessingRobot SimulationRun-length EncodingVision SensorsVision-guided Robotics
This paper introduces a real-time image processing algorithm based on run length encoding (RLE) for a vision-based intelligent controller of a Humanoid Robot system. The RLE algorithms identify objects in the image, providing their size and position. The RLE Hough transform is also presented for recognition of landmarks in the image to aid robot localization. The vision system presented has been tested by simulating the dynamics of the robot system as well as the image processing subsystem
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