1. Three-dimensional interaction and autostereoscopic display system using gesture recognition
- Author
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Jun Liu, Xiao-Qing Xu, Lei Li, Jie Zhang, and Qiong-Hua Wang
- Subjects
3D interaction ,Computer science ,business.industry ,Feature vector ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Stereoscopy ,Graphics pipeline ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Visualization ,law.invention ,Gesture recognition ,law ,Computer graphics (images) ,Autostereoscopy ,Computer vision ,Artificial intelligence ,Electrical and Electronic Engineering ,business ,Gesture - Abstract
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%.
- Published
- 2013
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