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Three‐dimensional interaction and autostereoscopic display system using gesture recognition
Author(s) -
Zhang Jie,
Xu XiaoQing,
Liu Jun,
Li Lei,
Wang QiongHua
Publication year - 2013
Publication title -
journal of the society for information display
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.578
H-Index - 52
eISSN - 1938-3657
pISSN - 1071-0922
DOI - 10.1002/jsid.174
Subject(s) - autostereoscopy , computer science , gesture , computer vision , artificial intelligence , feature (linguistics) , gesture recognition , stereo display , stereoscopy , computer graphics (images) , pipeline (software) , visualization , computer graphics , frame (networking) , virtual reality , linguistics , telecommunications , philosophy , programming language
We propose a 3D interaction and autostereoscopic display system that use gesture recognition, which can manipulate virtual objects in the scene directly by hand gestures and can display objects in 3D stereoscopy. The system consists of a gesture recognition and manipulation part as well as an autostereoscopic display as an interactive display part. To manipulate the 3D virtual scene, a gesture recognition algorithm is proposed, which use spatial‐temporal sequences of feature vectors to match predefined gestures. To get smooth 3D visualization, we utilize the programmable graphics pipeline in graphic processing unit to accelerate data processing. We develop a prototype system for 3D virtual exhibition. The prototype system reaches frame rates of 60 fps and operates efficiently with a mean recognition accuracy of 90%.