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Multimodal fusion : gesture and speech input in augmented reality environment

机译:多模式融合:增强现实环境中的手势和语音输入

摘要

Augmented Reality (AR) has the capability to interact with the virtual objects and physical objects simultaneously since it combines the real world with virtual world seamlessly. However, most AR interface applies conventional Virtual Reality (VR) interaction techniques without modification. In this paper we explore the multimodal fusion for AR with speech and hand gesture input. Multimodal fusion enables users to interact with computers through various input modalities like speech, gesture, and eye gaze. At the first stage to propose the multimodal interaction, the input modalities are decided to be selected before be integrated in an interface. The paper presents several related works about to recap the multimodal approaches until it recently has been one of the research trends in AR. It presents the assorted existing works in multimodal for VR and AR. In AR, multimodal considers as the solution to improve the interaction between the virtual and physical entities. It is an ideal interaction technique for AR applications since AR supports interactions in real and virtual worlds in the real-time. This paper describes the recent studies in AR developments that appeal gesture and speech inputs. It looks into multimodal fusion and its developments, followed by the conclusion.This paper will give a guideline on multimodal fusion on how to integrate the gesture and speech inputs in AR environment.
机译:增强现实(AR)能够同时与虚拟对象和物理对象进行交互,因为它无缝地结合了现实世界和虚拟世界。但是,大多数AR接口无需更改即可应用常规的虚拟现实(VR)交互技术。在本文中,我们探索了具有语音和手势输入的AR多模式融合。多模式融合使用户可以通过各种输入模式(例如语音,手势和视线)与计算机进行交互。在提出多模式交互的第一阶段,决定先选择输入模式,然后再集成到界面中。本文提出了一些有关概括多模式方法的相关工作,直到最近它已成为AR的研究趋势之一。它展示了用于VR和AR的多模式现有多种作品。在AR中,多模式被视为改善虚拟实体与物理实体之间交互的解决方案。它是AR应用程序的理想交互技术,因为AR支持实时在现实世界和虚拟世界中进行交互。本文介绍了在AR开发中吸引手势和语音输入的最新研究。本文对多模态融合及其发展进行了展望。本文将就多模态融合如何在AR环境下整合手势和语音输入提供指导。

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