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Deep learning-based human pose estimation: A survey
Human pose estimation aims to locate the human body parts and build human body
representation (eg, body skeleton) from input data such as images and videos. It has drawn …
representation (eg, body skeleton) from input data such as images and videos. It has drawn …
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 …
m3Track: mmwave-based multi-user 3D posture tracking
Nowadays, the market of 3D human posture tracking has extended to a broad range of
application scenarios. As current mainstream solutions, vision-based posture tracking …
application scenarios. As current mainstream solutions, vision-based posture tracking …
Pantomime: Mid-air gesture recognition with sparse millimeter-wave radar point clouds
We introduce Pantomime, a novel mid-air gesture recognition system exploiting spatio-
temporal properties of millimeter-wave radio frequency (RF) signals. Pantomime is …
temporal properties of millimeter-wave radio frequency (RF) signals. Pantomime is …
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 …
Through fog high-resolution imaging using millimeter wave radar
This paper demonstrates high-resolution imaging using millimeter Wave (mmWave) radars
that can function even in dense fog. We leverage the fact that mmWave signals have …
that can function even in dense fog. We leverage the fact that mmWave signals have …
See through smoke: robust indoor map** with low-cost mmwave radar
This paper presents the design, implementation and evaluation of milliMap, a single-chip
millimetre wave (mmWave) radar based indoor map** system targetted towards low …
millimetre wave (mmWave) radar based indoor map** system targetted towards low …
NELoRa: Towards ultra-low SNR LoRa communication with neural-enhanced demodulation
Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT)
paradigm marked by low-power and long-distance communication. Among them, LoRa is …
paradigm marked by low-power and long-distance communication. Among them, LoRa is …
Towards generalized mmwave-based human pose estimation through signal augmentation
The unprecedented advance of wireless human sensing is enabled by the proliferation of
the deep learning techniques, which, however, rely heavily on the completeness and …
the deep learning techniques, which, however, rely heavily on the completeness and …