A Quick Review of Human Perception in Immersive Media

Huiyu Duan;Xilei Zhu;Yuxin Zhu;Xiongkuo Min;Guangtao Zhai
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Abstract

With the development of multimedia and information technology, immersive media has been increasingly popular and attracted great attention. The concept of immersive media includes Virtual Reality (VR), Augmented Reality (AR), Mixed Reality (MR), 3D content, etc., which aims to provide or introduce immersive experience to the real-word through influencing human perception. Accordingly, recent years have witnessed an explosion of the literature on human perception in immersive media, including visual perception, auditory perception, etc. In this paper, we review the state-of-the-art works on studying human perception in immersive media and discuss corresponding applications. First, this paper reviews the perception attention studies of immersive media from the aspects of visual attention and multi-modal attention. Second, we survey the subjective and objective perceptual quality studies of immersive media including both visual quality assessment and multi-modal quality assesment. Finally, we overview the human perception properties in immersive media and outlook the future trends.
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沉浸式媒体中的人类感知快速回顾
随着多媒体和信息技术的发展,沉浸式媒体越来越受到人们的青睐和关注。沉浸式媒体的概念包括虚拟现实(Virtual Reality,VR)、增强现实(Augmented Reality,AR)、混合现实(Mixed Reality,MR)、三维内容等,旨在通过影响人的感知,提供或引入身临其境的真实体验。因此,近年来有关沉浸式媒体中人的感知(包括视觉感知、听觉感知等)的文献激增。本文回顾了研究身临其境媒体中人的感知的最新成果,并讨论了相应的应用。首先,本文从视觉注意力和多模态注意力两个方面回顾了身临其境媒体的感知注意力研究。其次,我们考察了身临其境媒体的主观和客观感知质量研究,包括视觉质量评估和多模态质量评估。最后,我们概述了身临其境媒体中的人类感知特性,并展望了未来的发展趋势。
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