templatesofanobjecttothesystemusingasimpleapplicationimplementedasaROSpackage. Refer toFigure3.4forascreenshot. ThisapplicationrequireusernameandpasswordtochecktheIPofthe ROS master to use.
Todetectandrecognizeobjects,theuserrequestsa3Dpointcloudforthecurrenttargetscene,which is then sent to the cloud based service. The scene will first recieve at the network node where it will check the ROS master IP from the interface. Once the network node know the IP of the connected ROS master, it recieve the scene and summit it to correct VM.
After ROS master node on the server-side, the virtual machine, receives the target scene, it tries to findanalignmentbetweenthetargetandatemplateforthematchingresult. Thesystemrunsmultiple template alignment processes in parallel to reduce the time required to find the best template. This allows the robot to determine the position and orientation of the object in a scene.
The process of object template matching needs to store large amounts of template data to identify objects. In case the robot cannot respond to a request of the user, for example when the object is
templatesofanobjecttothesystemusingasimpleapplicationimplementedasaROSpackage. Refer toFigure3.4forascreenshot. ThisapplicationrequireusernameandpasswordtochecktheIPofthe ROS master to use.
Todetectandrecognizeobjects,theuserrequestsa3Dpointcloudforthecurrenttargetscene,which is then sent to the cloud based service. The scene will first recieve at the network node where it will check the ROS master IP from the interface. Once the network node know the IP of the connected ROS master, it recieve the scene and summit it to correct VM.
After ROS master node on the server-side, the virtual machine, receives the target scene, it tries to findanalignmentbetweenthetargetandatemplateforthematchingresult. Thesystemrunsmultiple template alignment processes in parallel to reduce the time required to find the best template. This allows the robot to determine the position and orientation of the object in a scene.
The process of object template matching needs to store large amounts of template data to identify objects. In case the robot cannot respond to a request of the user, for example when the object is
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