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Visual servoing and robust object manipulation using symmetries and Conformai Geometric Algebra

O. Carbajal-Espinosa, Guillermo Osuna-González, Luis E. González-Jiménez, Alexander G. Loukianov, Eduardo Bayro Corrochano

Year
2014
Citations
2

Abstract

Object tracking and manipulation is an important process for many applications in robotics and computer vision. A novel 3D pose estimation of objects using reflectionally symmetry formulated in Conformai Geometric Algebra (CGA) is proposed in this work. The synthesis of the kinematics model for robots and a sliding mode controller using the CGA approach is described. Real time implementation results are presented for the pose estimation of object using a stereo vision system.

Keywords

Visual servoingComputer visionArtificial intelligenceObject (grammar)Conformal geometric algebraKinematicsComputer sciencePoseGeometric algebraTrajectory

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