BMVC IndexLearning Enhanced 3D Models for Vehicle Tracking3-D Vision TechniquesRecognition of Planar Objects in 3D Space

Real-time Visual Recovery of Pose using Line Tracking in Multiple Cameras
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D. W. Murray, I. D. Reid, R. L. Thompson

Department of Engineering Science
University of Oxford
Parks Road
Oxford OX1 3PJ UK

Contact: david.murray@eng.ox.ac.uk

Abstract

This paper describes a system for the recovery in real-time of the pose of moving polyhedral objects using modest hardware. A method of line tracking first introduced by Harris is extended to multiple calibrated cameras, and afforced by robust methods and filtering. The system, which uses three cameras a low-end commercial framegrabber and runs on single PC, has been devised to provide simple visual feedback for the tele-operator of a force reflecting robot manipulator. Experimental results are given which demonstrate the accuracy of the vision system.

Keywords: Pose Recovery, Real-Time Processing, Line Tracking, Muliple Cameras
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BMVC IndexLearning Enhanced 3D Models for Vehicle Tracking3-D Vision TechniquesRecognition of Planar Objects in 3D Space

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