Pantomime: Mid-air gesture recognition with sparse millimeter-wave radar point clouds

S Palipana, D Salami, LA Leiva, S Sigg - Proceedings of the ACM on …, 2021 - dl.acm.org
We introduce Pantomime, a novel mid-air gesture recognition system exploiting spatio-
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

A Sluÿters, S Lambot, J Vanderdonckt… - ACM Transactions on …, 2023 - dl.acm.org
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 …

Solids on soli: Millimetre-wave radar sensing through materials

K Čopič Pucihar, NT Attygalle, M Kljun… - Proceedings of the …, 2022 - dl.acm.org
Gesture recognition with miniaturised radar sensors has received increasing attention as a
novel interaction medium. The practical use of radar technology, however, often requires …

No interface, no problem: gesture recognition on physical objects using radar sensing

NT Attygalle, LA Leiva, M Kljun, C Sandor, A Plopski… - Sensors, 2021 - mdpi.com
Physical objects are usually not designed with interaction capabilities to control digital
content. Nevertheless, they provide an untapped source for interactions since every object …

Exploring tangible interactions with radar sensing

HS Yeo, R Minami, K Rodriguez, G Shaker… - Proceedings of the ACM …, 2018 - dl.acm.org
Research has explored miniature radar as a promising sensing technique for the recognition
of gestures, objects, users' presence and activity. However, within Human-Computer …

RaITIn: Radar-based identification for tangible interactions

TS Gunasekaran, R Hajika, YS Pai, E Hayashi… - CHI Conference on …, 2022 - dl.acm.org
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 …

The wearable radar: Sensing gestures through fabrics

LA Leiva, M Kljun, C Sandor… - … Conference on Human …, 2020 - dl.acm.org
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 …

Cross-Domain Gesture Sequence Recognition for Two-Player Exergames using COTS mmWave Radar

AJ Akbar, Z Sheng, Q Zhang, D Wang - … of the ACM on Human-Computer …, 2023 - dl.acm.org
Wireless-based gesture recognition provides an effective input method for exergames.
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

F Niaz, J Zhang, M Khalid, KN Qureshi, Y Zheng… - Computing, 2024 - Springer
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 …

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 …