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- W2555540282 abstract "This paper presents a real-time gesture-based human-robot interaction (HRI) interface for mobile and stationary robots. A human detection approach is used to estimate the entire 3D point cloud of a human being inside the field of view of a moving camera. Afterwards, the pose of the human body is estimated using an efficient self-organizing map approach. Furthermore, a hand-finger pose estimation approach based on a self-scaling kinematic hand skeleton is presented and evaluated. A trained support vector machine is used to classify 29 hand-finger gestures based on the angles of the finger joints. The HRI interface is integrated into the ROS framework and qualitatively evaluated in a first test scenario on a mobile robot equipped with an RGB-D camera for gesture interaction. Since the hand-finger pose, the hand-finger gesture, as well as the whole body pose are estimated, the interface allows a flexible implementation of various applications." @default.
- W2555540282 created "2016-11-30" @default.
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- W2555540282 date "2016-09-01" @default.
- W2555540282 modified "2023-09-24" @default.
- W2555540282 title "A human-robot interaction interface for mobile and stationary robots based on real-time 3D human body and hand-finger pose estimation" @default.
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- W2555540282 doi "https://doi.org/10.1109/etfa.2016.7733719" @default.
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