Real-Time Simulated Avatar from Head-Mounted Sensors
Zhengyi Luo, Jinkun Cao, Rawal Khirodkar, Alexander Winkler, Jing Huang, Kris Kitani, Weipeng Xu
2024Year
14Top-tier citations
Abstract
https://zhengyiluo.github.io/SimXR/ Figure 1. Avatar control using SimXR on real world AR/VR headsets. (Left): An indoor kitchen setting using AR headset. SimXR controls the humanoid using headset pose and visual input from two front-facing cameras. (Right): An office setting using VR headset (Quest 2). Humanoid motion is driven by the headset pose, two side-facing and two up-facing cameras.
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Cited by top-tier papers14
- Omnigrasp: Grasping Diverse Objects with Simulated HumanoidsZhengyi Luo, Jinkun Cao, Sammy Christen, Alexander Winkler et al.NeurIPS 2024 · 66 citations
- EMHI: A Multimodal Egocentric Human Motion Dataset with HMD and Body-Worn IMUsZhen Fan, Peng Dai, Zhuo Su, Xu Gao et al.AAAI 2025 · 13 citations
- HWC-Loco: A Hierarchical Whole-Body Control Approach to Robust Humanoid LocomotionSixu Lin, Guanren Qiao, Yunxin Tai, Ang Li et al.ICLR 2026 · 7 citations
- Towards Immersive Human-X Interaction: A Real-Time Framework for Physically Plausible Motion SynthesisKaiyang Ji, Ye Shi, Zichen Jin, Kangyi Chen et al.ICCV 2025 · 3 citations
- Ground Reaction Inertial Poser: Physics-based Human Motion Capture from Sparse IMUs and Insole Pressure SensorsRyosuke Hori, Jyun-Ting Song, Zhengyi Luo, Jinkun Cao et al.CVPR 2026 · 2 citations
Builds on26
- AMASS: Archive of Motion Capture As Surface ShapesNaureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll et al.ICCV 2019 · 1,784 citations
- Perpetual Humanoid Control for Real-time Simulated AvatarsZhengyi Luo, Jinkun Cao, Alexander Winkler, Kris Kitani et al.ICCV 2023 · 256 citations
- Ego-Pose Estimation and Forecasting As Real-Time PD ControlYe Yuan, Kris KitaniICCV 2019 · 147 citations
- A scalable approach to control diverse behaviors for physically simulated charactersJungdam Won, Deepak Gopinath, Jessica K. HodginsSIGGRAPH 2020 · 146 citations
- Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine PerceptionXiaqing Pan, Nicholas Charron, Yongqian Yang, Scott Peters et al.ICCV 2023 · 145 citations
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