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 …
RadarSense: Accurate recognition of mid-air hand gestures with radar sensing and few training examples
Microwave radars bring many benefits to mid-air gesture sensing due to their large field of
view and independence from environmental conditions, such as ambient light and …
view and independence from environmental conditions, such as ambient light and …
Solids on soli: Millimetre-wave radar sensing through materials
Gesture recognition with miniaturised radar sensors has received increasing attention as a
novel interaction medium. The practical use of radar technology, however, often requires …
novel interaction medium. The practical use of radar technology, however, often requires …
No interface, no problem: gesture recognition on physical objects using radar sensing
Physical objects are usually not designed with interaction capabilities to control digital
content. Nevertheless, they provide an untapped source for interactions since every object …
content. Nevertheless, they provide an untapped source for interactions since every object …
Exploring tangible interactions with radar sensing
Research has explored miniature radar as a promising sensing technique for the recognition
of gestures, objects, users' presence and activity. However, within Human-Computer …
of gestures, objects, users' presence and activity. However, within Human-Computer …
RaITIn: Radar-based identification for tangible interactions
Radar is primarily used for applications like tracking and large-scale ranging, and its use for
object identification has been rarely explored. This paper introduces RaITIn, a radar-based …
object identification has been rarely explored. This paper introduces RaITIn, a radar-based …
The wearable radar: Sensing gestures through fabrics
Recently, millimeter-wave radar-on-chip sensors such as Google Soli have become readily
available in the mobile ecosystem. We envision such radar technology to be integrated into …
available in the mobile ecosystem. We envision such radar technology to be integrated into …
Cross-Domain Gesture Sequence Recognition for Two-Player Exergames using COTS mmWave Radar
Wireless-based gesture recognition provides an effective input method for exergames.
However, previous works in wireless-based gesture recognition systems mainly recognize …
However, previous works in wireless-based gesture recognition systems mainly recognize …
AI enabled: a novel IoT-based fake currency detection using millimeter wave (mmWave) sensor
In recent years, the significance of millimeter wave sensors has achieved a paramount role,
especially in the non-invasive and ubiquitous analysis of various materials and objects. This …
especially in the non-invasive and ubiquitous analysis of various materials and objects. This …
Reconstruction of dexterous 3D motion data from a flexible magnetic sensor with deep learning and structure-aware filtering
J Huang, R Sugawara, K Chu… - … on Visualization and …, 2020 - ieeexplore.ieee.org
We propose IM3D+, a novel approach to reconstructing 3D motion data from a flexible
magnetic flux sensor array using deep learning and a structure-aware temporal bilateral …
magnetic flux sensor array using deep learning and a structure-aware temporal bilateral …