基于眼动追踪和云计算的虚拟现实情感识别

Yi-Chun Liu, Huai-Sheng Huang
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引用次数: 0

摘要

随着虚拟现实技术的飞速发展,沉浸式体验已经成为新一代追捧的娱乐盛宴。如今,各个行业也开始利用虚拟现实技术在教育、医疗、娱乐和军事等领域进行职业培训。在虚拟环境中,用户可以通过虚拟化身作为自己的代表与他人进行社交互动。在本研究中,我们的目标是整合虚拟现实设备、眼动追踪设备和公共云计算服务,根据眼睛数据的变化来推断情绪。我们评估了所提出模型的平均准确性,并希望增强虚拟人物的面部情绪,以更好地与用户的意图保持一致。本研究将有助于提高虚拟现实环境下社交互动的真实性,为用户提供更好的社交体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying Emotions for Virtual Reality Based on Eye Tracking and Cloud Computing
With the rapid development of virtual reality technology, immersive experiences have become the new generation’s sought-after entertainment feast. Nowadays, various industries have also started utilizing virtual reality for vocational training in fields such as education, healthcare, entertainment, and military. In virtual environments, users can interact socially with others through virtual avatars as their representatives. In this study, we aim to integrate virtual reality devices, eye-tracking devices, and public cloud computing services to infer emotions based on changes in eye data. We evaluate the average accuracy of the proposed model and hope to enhance the facial emotions of avatars to better align with users’ intentions. This study will contribute to improving the authenticity of social interaction and providing users with a better social experience in virtual reality environments.
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