Modular approach of multimodal integration in a virtual environment

Rajarathinam Arangarasan, George N. Phillips
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引用次数: 10

Abstract

We present a novel modular approach to integrating multiple input/output (I/O) modes in a virtual environment that imitate natural, intuitive and effective human interaction behavior. The I/O modes used in this research are spatial tracking of both hands, finger gesture recognition, head/body spatial tracking, voice recognition (discrete recognition for simple commands, and continuous recognition for natural language input), immersive stereo display and synthesized speech output. Intuitive natural interaction is achieved through several stages: identifying all the tasks that need to be performed, grouping similar tasks and assigning them to a particular mode such that it imitates the physical world. This modular approach allows inclusion and removal of additional input and output modes as well as additional users. We described this multimodal interaction paradigm by applying it to a real world application: visualizing, modeling and fitting protein molecular structures in an immersive virtual environment.
虚拟环境中多模态集成的模块化方法
我们提出了一种新颖的模块化方法,在虚拟环境中集成多个输入/输出(I/O)模式,模仿自然,直观和有效的人类交互行为。本研究采用的I/O模式有双手空间跟踪、手指手势识别、头/身体空间跟踪、语音识别(简单命令的离散识别、自然语言输入的连续识别)、沉浸式立体显示和合成语音输出。直观的自然交互是通过几个阶段实现的:识别所有需要执行的任务,将类似的任务分组,并将它们分配到一个特定的模式,从而模仿物理世界。这种模块化方法允许包含和删除额外的输入和输出模式以及额外的用户。我们通过将其应用于现实世界的应用来描述这种多模态交互范式:在沉浸式虚拟环境中可视化,建模和拟合蛋白质分子结构。
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