A survey of mmWave-based human sensing: Technology, platforms and applications
With the rapid development of the Internet of Things (IoT) and the rise of 5G communication
networks and automatic driving, millimeter wave (mmWave) sensing is emerging and starts …
networks and automatic driving, millimeter wave (mmWave) sensing is emerging and starts …
Deep learning for radio-based human sensing: Recent advances and future directions
While decade-long research has clearly demonstrated the vast potential of radio frequency
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
mmMesh: Towards 3D real-time dynamic human mesh construction using millimeter-wave
In this paper, we present mmMesh, the first real-time 3D human mesh estimation system
using commercial portable millimeter-wave devices. mmMesh is built upon a novel deep …
using commercial portable millimeter-wave devices. mmMesh is built upon a novel deep …
Towards domain-independent and real-time gesture recognition using mmwave signal
Human gesture recognition using millimeter-wave (mmWave) signals provides attractive
applications including smart home and in-car interfaces. While existing works achieve …
applications including smart home and in-car interfaces. While existing works achieve …
mmbody benchmark: 3d body reconstruction dataset and analysis for millimeter wave radar
Millimeter Ware (mmWave) Radar is gaining popularity as it can work in adverse
environments like smoke, rain, snow, poor lighting, etc. Prior work has explored the …
environments like smoke, rain, snow, poor lighting, etc. Prior work has explored the …
Cross vision-rf gait re-identification with low-cost rgb-d cameras and mmwave radars
Human identification is a key requirement for many applications in everyday life, such as
personalized services, automatic surveillance, continuous authentication, and contact …
personalized services, automatic surveillance, continuous authentication, and contact …
GaitCube: Deep data cube learning for human recognition with millimeter-wave radio
Monitoring and identifying gait has recently emerged as a promising solution candidate for
unobtrusive human recognition. In order to enable ubiquitous and reliable application, a gait …
unobtrusive human recognition. In order to enable ubiquitous and reliable application, a gait …
Person reidentification based on automotive radar point clouds
Y Cheng, Y Liu - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
Person reidentification (ReID) systems play a key role in intelligent visual surveillance
systems and have widespread applications, for example, in public security. Usually, person …
systems and have widespread applications, for example, in public security. Usually, person …
M4esh: mmWave-Based 3D Human Mesh Construction for Multiple Subjects
The recent proliferation of various wireless sensing systems and applications demonstrates
the advantages of radio frequency (RF) signals over traditional camera-based solutions that …
the advantages of radio frequency (RF) signals over traditional camera-based solutions that …
Human parsing with joint learning for dynamic mmwave radar point cloud
Human sensing and understanding is a key requirement for many intelligent systems, such
as smart monitoring, human-computer interaction, and activity analysis, etc. In this paper, we …
as smart monitoring, human-computer interaction, and activity analysis, etc. In this paper, we …