Metafi++: Wifi-enabled transformer-based human pose estimation for metaverse avatar simulation

Y Zhou, H Huang, S Yuan, H Zou… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In the metaverse, digital avatar plays an important role in representing human beings for
various interaction with virtual objects and environments, which puts a high demand on …

Research progress of human–computer interaction technology based on gesture recognition

H Zhou, D Wang, Y Yu, Z Zhang - Electronics, 2023 - mdpi.com
Gesture recognition, as a core technology of human–computer interaction, has broad
application prospects and brings new technical possibilities for smart homes, medical care …

Mm-fi: Multi-modal non-intrusive 4d human dataset for versatile wireless sensing

J Yang, H Huang, Y Zhou, X Chen… - Advances in …, 2024 - proceedings.neurips.cc
Abstract 4D human perception plays an essential role in a myriad of applications, such as
home automation and metaverse avatar simulation. However, existing solutions which …

Wimans: A benchmark dataset for wifi-based multi-user activity sensing

S Huang, K Li, D You, Y Chen, A Lin, S Liu, X Li… - … on Computer Vision, 2025 - Springer
WiFi-based human sensing has exhibited remarkable potential to analyze user behaviors in
a non-intrusive and device-free manner, benefiting applications as diverse as smart homes …

[HTML][HTML] Commodity Wi-Fi-Based Wireless Sensing Advancements over the Past Five Years

H Zhu, E Dong, M Xu, H Lv, F Wu - Sensors, 2024 - mdpi.com
With the compelling popularity of integrated sensing and communication (ISAC), Wi-Fi
sensing has drawn increasing attention in recent years. Starting from 2010, Wi-Fi channel …

Advancing Multi-Modal Sensing Through Expandable Modality Alignment

S Dai, S Jiang, Y Yang, T Cao, M Li, S Banerjee… - arXiv preprint arXiv …, 2024 - arxiv.org
Sensing technology is widely used for comprehending the physical world, with numerous
modalities explored in past decades. While there has been considerable work on multi …

Generalizing Wireless Cross-Multiple-Factor Gesture Recognition to Unseen Domains

S Liu, Z Chen, M Wu, H Wang, B Xing… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cross-domain wireless sensing has always been challenging due to the sensitivity of
wireless signals to various environmental factors, which we refer to as subdomains …

Adapose: Towards cross-site device-free human pose estimation with commodity wifi

Y Zhou, J Yang, H Huang, L Xie - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
WiFi-based pose estimation is a technology with great potential for the development of smart
homes and metaverse avatar generation. However, current WiFi-based pose estimation …

ResMon: Domain-Adaptive Wireless Respiration State Monitoring via Few-Shot Bayesian Deep Learning

L Zheng, S Bi, S Wang, Z Quan, X Li… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Under the outbreak of the COVID-19 pandemic, respiration state monitoring plays an
important role in assisting respiratory disease diagnosis and treatment. Thanks to the …

Human Activity Recognition Based on Self-Attention Mechanism in WiFi Environment

F Ge, Z Yang, Z Dai, L Tan, J Hu, J Li, H Qiu - IEEE Access, 2024 - ieeexplore.ieee.org
In recent years, the use of WiFi Channel State Information (CSI) for Human Activity
Recognition (HAR) has attracted widespread attention, thanks to its low cost and non …