Flexible gesture input with radars: systematic literature review and taxonomy of radar sensing integration in ambient intelligence environments
We examine radar-based gesture input for interactive computer systems, a technology that
has recently grown in terms of commercial availability, affordability, and popularity among …
has recently grown in terms of commercial availability, affordability, and popularity among …
Scattering centers to point clouds: A review of mmWave radars for non-radar-engineers
Recently, mmWave radars have been gaining popularity, thanks to their low cost, ease of
use and high-resolution sensing. In this paper, we provide a review of the mmWave radar …
use and high-resolution sensing. In this paper, we provide a review of the mmWave radar …
IndexPen: Two-finger text input with millimeter-wave radar
In this paper, we introduce IndexPen, a novel interaction technique for text input through two-
finger in-air micro-gestures, enabling touch-free, effortless, tracking-based interaction …
finger in-air micro-gestures, enabling touch-free, effortless, tracking-based interaction …
Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition
Radio-Frequency (RF)-based Human Activity Recognition (HAR) rises as a promising
solution for applications unamenable to techniques requiring computer visions. However …
solution for applications unamenable to techniques requiring computer visions. However …
View-agnostic Human Exercise Cataloging with Single MmWave Radar
A Liu, YT Lin, K Sundaresan - Proceedings of the ACM on Interactive …, 2024 - dl.acm.org
Advances in mmWave-based sensing have enabled a privacy-friendly approach to pose
and gesture recognition. Yet, providing robustness with the sparsity of reflected signals has …
and gesture recognition. Yet, providing robustness with the sparsity of reflected signals has …
A novel and lightweight real-time continuous motion gesture recognition algorithm for smartphones
Advancement in smartphones has facilitated the investigation of new modalities of human-
machine interaction, including communication through touch, voice, and gestures. In-depth …
machine interaction, including communication through touch, voice, and gestures. In-depth …
Edgeactnet: Edge intelligence-enabled human activity recognition using radar point cloud
Human activity recognition (HAR) has become a research hotspot because of its wide range
of application prospects. It has higher requirements for real-time and power-efficient …
of application prospects. It has higher requirements for real-time and power-efficient …
GesturePrint: Enabling User Identification for mmWave-based Gesture Recognition Systems
The millimeter-wave (mmWave) radar has been exploited for gesture recognition. However,
existing mmWave-based gesture recognition methods cannot identify different users, which …
existing mmWave-based gesture recognition methods cannot identify different users, which …
Multi-Modal Fusion Sensing: A Comprehensive Review of Millimeter-Wave Radar and Its Integration With Other Modalities
Millimeter-wave (mmWave) radar, with its high resolution, sensitivity to micro-vibrations, and
adaptability to various environmental conditions, holds immense potential across multi …
adaptability to various environmental conditions, holds immense potential across multi …
Low complexity radar gesture recognition using synthetic training data
Developments in radio detection and ranging (radar) technology have made hand gesture
recognition feasible. In heat map-based gesture recognition, feature images have a large …
recognition feasible. In heat map-based gesture recognition, feature images have a large …