BioFace-3D

IF 0.7 Q4 TELECOMMUNICATIONS GetMobile-Mobile Computing & Communications Review Pub Date : 2022-05-27 DOI:10.1145/3539668.3539676
Yi Wu, Vimal Kakaraparthi, Zhuohang Li, Tien Pham, Jian Liu, V. P. Nguyen
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Abstract

Over the last decade, facial landmark tracking and 3D reconstruction have gained considerable attention due to their numerous applications, such as human-computer interactions, facial expression analysis, emotion recognition, etc. However, existing camera-based solutions require users to be confined to a particular location and face a camera at all times without occlusions, which largely limits their usage in practice. To overcome these limitations, we propose the first single-earpiece lightweight biosensing system, Bioface-3D, that can unobtrusively, continuously, and reliably sense the entire facial movements, track 2D facial landmarks, and further render 3D facial animations. Without requiring a camera positioned in front of the user, this paradigm shift from visual sensing to biosensing would introduce new opportunities in many emerging mobile and IoT applications.
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BioFace-3D
在过去的十年中,面部地标跟踪和3D重建由于其在人机交互、面部表情分析、情绪识别等方面的众多应用而受到了相当大的关注。然而,现有的基于摄像头的解决方案要求用户被限制在一个特定的位置,并且在任何时候都没有遮挡地面对摄像头,这在很大程度上限制了它们在实践中的使用。为了克服这些限制,我们提出了第一个单耳机轻量级生物传感系统Bioface-3D,它可以不引人注目地,连续地,可靠地感知整个面部运动,跟踪2D面部地标,并进一步渲染3D面部动画。无需在用户面前放置摄像头,这种从视觉传感到生物传感的范式转变将为许多新兴的移动和物联网应用带来新的机会。
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