AudioGest: Gesture-Based Interaction for Virtual Reality Using Audio Devices

被引:0
|
作者
Liu, Tong [1 ]
Xiao, Yi [1 ]
Hu, Mingwei [1 ]
Sha, Hao [1 ]
Ma, Shining [1 ]
Gao, Boyu [3 ]
Guo, Shihui [4 ]
Liu, Yue [2 ]
Song, Weitao [2 ]
机构
[1] Beijing Inst Technol, Sch Opt & Photon, Beijing Engn Res Ctr Mixed Real & Adv Display, Beijing 100811, Peoples R China
[2] Beijing Inst Technol, Zhengzhou Res Inst, Sch Opt & Photon, Beijing Engn Res Ctr Mixed Real & Adv Display, Beijing 100811, Peoples R China
[3] Jinan Univ, Coll Informat Sci & Technol Cyber Secur, Guangzhou 510632, Peoples R China
[4] Xiamen Univ, Software Sch, Xiamen 361005, Peoples R China
基金
中国国家自然科学基金;
关键词
Surface roughness; Rough surfaces; Pipelines; Data acquisition; Microphones; Dynamics; Training; Audio synthesis; gesture interaction; human computer interaction; virtual reality; HAND; HEAD;
D O I
10.1109/TVCG.2024.3397868
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Current virtual reality (VR) system takes gesture interaction based on camera, handle and touch screen as one of the mainstream interaction methods, which can provide accurate gesture input for it. However, limited by application forms and the volume of devices, these methods cannot extend the interaction area to such surfaces as walls and tables. To address the above challenge, we propose AudioGest, a portable, plug-and-play system that detects the audio signal generated by finger tapping and sliding on the surface through a set of microphone devices without extensive calibration. First, an audio synthesis-recognition pipeline based on micro-contact dynamics simulation is constructed to generate modal audio synthesis from different materials and physical properties. Then the accuracy and effectiveness of the synthetic audio are verified by mixing the synthetic audio with real audio proportionally as the training sets. Finally, a series of desktop office applications are developed to demonstrate the application potential of AudioGest's scalability and versatility in VR scenarios.
引用
收藏
页码:1569 / 1581
页数:13
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