Enabling Gesture Interaction with 3D Point Cloud

Publisher:
Computer Science Research Notes CSRN 2602
Publication Type:
Conference Proceeding
Citation:
Proceedings of the 24th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, 2016, pp. 59 - 68 (10)
Issue Date:
2016-06-30
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This paper presents a novel 3D point cloud gesture recognition system, based on an existing low-cost, accurate and easy to implement 2D point cloud gesture recognition system called $P. Our work improves recognition rates and lowers algorithmic complexity. We develop new 3D gestures, such as the GUN gesture and the SHAKE gesture, while also developing 3D poses like the L pose, OK pose, ROCK pose and PEACE pose for the LeapMotion Device. We demonstrate proposed gesture and pose methods on various 3D environments including a Monsoon mini-game, a cave painting interaction and a target practice scene. The average recognition rates for 3D gestures and poses were compared against the 2D, 3D and 3D+ recognition systems. The results indicate that most gestures in the proposed system were improved in comparison to the existing ones.
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