205 citations · 392 across the 17 of their papers we have counts for
7 papers · 1 filter
Radio-Assisted Human Detection
Chengrun Qiu, Dongheng Zhang, Yang Hu +3
In this paper, we propose a radio-assisted human detection framework by incorporating radio information into the state-of-the-art detection methods, including anchor-based onestage…
RFGAN: RF-Based Human Synthesis
Cong Yu, Zhi Wu, Dongheng Zhang +3
This paper demonstrates human synthesis based on the Radio Frequency (RF) signals, which leverages the fact that RF signals can record human movements with the signal reflections o…
Contactless Electrocardiogram Monitoring with Millimeter Wave Radar
Jinbo Chen, Dongheng Zhang, Zhi Wu +3
The electrocardiogram (ECG) has always been an important biomedical test to diagnose cardiovascular diseases. Current approaches for ECG monitoring are based on body attached elect…
Interpretable Machine Learning for Materials Design
James Dean, Matthias Scheffler, Thomas A. R. Purcell +3
Fueled by the widespread adoption of Machine Learning (ML) and the high-throughput screening of materials, the data-centric approach to materials design has asserted itself as a ro…
Unsupervised Domain Adaptation for RF-based Gesture Recognition
Bin-Bin Zhang, Dongheng Zhang, Yadong Li +2
Human gesture recognition with Radio Frequency (RF) signals has attained acclaim due to the omnipresence, privacy protection, and broad coverage nature of RF signals. These gesture…
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal
Yadong Li, Dongheng Zhang, Jinbo Chen +5
Human gesture recognition using millimeter-wave (mmWave) signals provides attractive applications including smart home and in-car interfaces. While existing works achieve promising…
Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes
Ruixu Geng, Yang Hu, Yan Chen
As an emerging technology that has attracted huge attention, non-line-of-sight (NLOS) imaging can reconstruct hidden objects by analyzing the diffuse reflection on a relay surface,…