2018 · 20 citations · 8 references
EngineeringMechatronics EngineeringRobotics EngineeringIndustrial RoboticsRobot ControlRoboticsAssistive RoboticsGesture InteractionGesture RecognitionGesture-based InteractionPick-and-place AutomationRobot ManipulatorsAssistive RobotsGesture-based ControlGesture-based Control InterfacesGesture-based InterfacesGesture-based Robot ControlGraphical User InterfacesIndustrial Robot ControlSupport Vector Machine Classification
Development of assistive robotics to enable people with disabilities to work is a challenging topic. Hands-free interfaces can support a person with severe motor impairments to control robotic manipulators. The paper focuses on developing a head gesture interface, which enables the end-user to control a dual-arm industrial robot. A motion sensor is located on the head of the end-user. Support vector machine is used to recognize the head gestures and an intuitive Graphical User Interface is developed to help the user to navigate through different control modes. To evaluate the proposed framework, an industrial pick and place task was performed.
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Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text
Dae‐Jin Kim, Rebekah Hazlett-Knudsen, Heather Culver-Godfrey et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2011 · 161 citations · Full text