增强现实中基于视觉的多模态交互技术与问题

A. W. Ismail, M. Billinghurst, M. S. Sunar
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引用次数: 13

摘要

尽管在多模态相互作用方面取得了许多进展,但大多数研究者仍然将视觉和语音等每一种模态分开对待。他们在应用阶段集成结果。这是因为多种模式的作用及其相互作用继续被量化和精确理解。然而,在单独组合每种模式时仍存在许多问题。本文将在综述多模态应用的基础上重点介绍主要的视觉问题。本文将对增强现实(AR)技术在最近的多模态应用中做出的贡献进行概述。我们根据在多模态应用中经常使用的人脸、手势和语音等自然人类感官对视觉技术进行聚类。本文的主要贡献是整合了基于视觉的技术中的一些主要问题和方法,并研究了在多模态交互背景下开发的AR中的一些应用。最后,我们对未来的发展方向进行了总结。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vision-Based Technique and Issues for Multimodal Interaction in Augmented Reality
Although many progresses have been accomplished in multimodal interaction, most researchers still treat each modality such as vision and speech, separately. They integrate the results at the application stage. This is because the roles of multiple modalities and their interactions continue to be quantified and precisely understood. However, there are many remaining issues in combining each modality individually. This paper will highlight the main vision problems based on our review for multimodal applications. This review paper will give an overview of the Augmented Reality (AR) technologies which are contributing in most of recent multimodal applications. We cluster vision techniques according to the natural human senses such as face, gesture, and speech that are frequently used in multimodal applications. The main contribution of this paper is to consolidate some of the main issues and approaches in vision-based technique, and to study some of the applications in AR that have been developed within the context of multimodal interaction. We conclude this paper with the future directions.
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