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VISION SYSTEM FOR A ROBOTIC MACHINE
The present disclosure relates to a method for determining a pose of an object in a local coordinate system of a robotic machine, the method including: capturing at least one image of a first face of the object and at least one image of at least a portion of a second face of the object; generating a point cloud representation of at least part of the object using image data obtained from the captured images of the first and second faces; fitting a first plane to the first face of the object and fitting a second plane to the second face of the object using the point cloud representation; determining a pose of the first plane and a pose of the second plane; retrieving a shape model of at least the first face of the object; locating the shape model in the local coordinate system using at least in part the at least one image of the first face; and, determining the pose of the object in the local coordinate system. A vision system and robotic machine are also disclosed.
VISION SYSTEM FOR A ROBOTIC MACHINE
The present disclosure relates to a method for determining a pose of an object in a local coordinate system of a robotic machine, the method including: capturing at least one image of a first face of the object and at least one image of at least a portion of a second face of the object; generating a point cloud representation of at least part of the object using image data obtained from the captured images of the first and second faces; fitting a first plane to the first face of the object and fitting a second plane to the second face of the object using the point cloud representation; determining a pose of the first plane and a pose of the second plane; retrieving a shape model of at least the first face of the object; locating the shape model in the local coordinate system using at least in part the at least one image of the first face; and, determining the pose of the object in the local coordinate system. A vision system and robotic machine are also disclosed.
VISION SYSTEM FOR A ROBOTIC MACHINE
SICHTSYSTEM FÜR EINE ROBOTISCHE MASCHINE
SYSTÈME DE VISION POUR UNE MACHINE ROBOTISÉE
TAYLOR JOHN FRANCIS (author)
2022-06-01
Patent
Electronic Resource
English
Vision-aided inertial navigation system for robotic mobile mapping
British Library Online Contents | 2008
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