GazeChat: Enhancing Virtual Conferences with Gaze-aware 3D Photos
Zhenyi He, Keru Wang, Brandon Yushan Feng, Ruofei Du, Ken Perlin
Abstract
Communication software such as Clubhouse and Zoom has evolved to be an integral part of many people’s daily lives. However, due to network bandwidth constraints and concerns about privacy, cameras in video conferencing are often turned off by participants. This leads to a situation in which people can only see each others’ profile images, which is essentially an audio-only experience. Even when switched on, video feeds do not provide accurate cues as to who is talking to whom. This paper introduces GazeChat, a remote communication system that visually represents users as gaze-aware 3D profile photos. This satisfies users’ privacy needs while keeping online conversations engaging and efficient. GazeChat uses a single webcam to track whom any participant is looking at, then uses neural rendering to animate all participants’ profile images so that participants appear to be looking at each other. We have conducted a remote user study (N=16) to evaluate GazeChat in three conditions: audio conferencing with profile photos, GazeChat, and video conferencing. Based on the results of our user study, we conclude that GazeChat maintains the feeling of presence while preserving more privacy and requiring lower bandwidth than video conferencing, provides a greater level of engagement than to audio conferencing, and helps people to better understand the structure of their conversation.
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Install the CLIlune papers fulltext 88f01c5e-a3be-4685-b241-a258a66e8d66Cited by top-tier papers12
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Builds on7
- Few-Shot Adaptive Gaze EstimationSeonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal et al.ICCV 2019 · 238 citations
- DepthLab: Real-time 3D Interaction with Depth Maps for Mobile Augmented RealityRuofei Du, Eric Turner, Maksym Dzitsiuk, Luca Prasso et al.UIST 2020 · 145 citations
- Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial NetworksZhe He, Adrian Spurr, Xucong Zhang, Otmar HilligesICCV 2019 · 54 citations
- Effects of Shared Gaze on Audio- Versus Text-Based Remote CollaborationsGrete Helena Kütt, Teerapaun Tanprasert, Jay Rodolitz, Bernardo Moyza et al.CSCW 2020 · 26 citations
- Dual In-painting Model for Unsupervised Gaze Correction and Animation in the WildJichao Zhang, Jingjing Chen, Hao Tang, Wei Wang et al.ACM MM 2020 · 19 citations
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