A survey on deep learning for human activity recognition

F Gu, MH Chung, M Chignell, S Valaee… - ACM Computing …, 2021 - dl.acm.org
Human activity recognition is a key to a lot of applications such as healthcare and smart
home. In this study, we provide a comprehensive survey on recent advances and challenges …

Piezoelectric MEMS—Evolution from sensing technology to diversified applications in the 5G/Internet of Things (IoT) era

X Le, Q Shi, P Vachon, EJ Ng… - Journal of Micromechanics …, 2021 - iopscience.iop.org
The rapid development of the fifth-generation mobile networks (5G) and Internet of Things
(IoT) is inseparable from a large number of miniature, low-cost, and low-power sensors and …

Push the limit of acoustic gesture recognition

Y Wang, J Shen, Y Zheng - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
With the flourish of the smart devices and their applications, controlling devices using
gestures has attracted increasing attention for ubiquitous sensing and interaction. Recent …

[HTML][HTML] Review of ultrasonic ranging methods and their current challenges

Z Qiu, Y Lu, Z Qiu - Micromachines, 2022 - mdpi.com
Ultrasonic ranging has been widely used in automobiles, unmanned aerial vehicles (UAVs),
robots and other fields. With the appearance of micromachined ultrasonic transducers …

Beyond the pixel world: A novel acoustic-based face anti-spoofing system for smartphones

C Kong, K Zheng, S Wang, A Rocha… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
2D face presentation attacks are one of the most notorious and pervasive face spoofing
types, which have caused pressing security issues to facial authentication systems. While …

UFace: Your Smartphone Can" Hear" Your Facial Expression!

S Wang, L Zhong, Y Fu, L Chen, J Ren… - Proceedings of the ACM …, 2024 - dl.acm.org
Facial expression recognition (FER) is a crucial task for human-computer interaction and a
multitude of multimedia applications that typically call for friendly, unobtrusive, ubiquitous …

Enabling contact-free acoustic sensing under device motion

J Liu, D Li, L Wang, F Zhang, J Xiong - … of the ACM on Interactive, Mobile …, 2022 - dl.acm.org
Recent years have witnessed increasing attention from both academia and industry on
contact-free acoustic sensing. Due to the pervasiveness of audio devices and fine …

Amaging: Acoustic hand imaging for self-adaptive gesture recognition

P Wang, R Jiang, C Liu - IEEE INFOCOM 2022-IEEE …, 2022 - ieeexplore.ieee.org
A practical challenge common to state-of-the-art acoustic gesture recognition techniques is
to adaptively respond to intended gestures rather than unintended motions during the real …

Sonicasl: An acoustic-based sign language gesture recognizer using earphones

Y Jin, Y Gao, Y Zhu, W Wang, J Li, S Choi, Z Li… - Proceedings of the …, 2021 - dl.acm.org
We propose SonicASL, a real-time gesture recognition system that can recognize sign
language gestures on the fly, leveraging front-facing microphones and speakers added to …

Towards a dynamic fresnel zone model to wifi-based human activity recognition

J Liu, W Li, T Gu, R Gao, B Chen, F Zhang… - Proceedings of the …, 2023 - dl.acm.org
The passive WiFi sensing research has largely centered on activity sensing using fixed-
location WiFi transceivers, leading to the development of several theoretical models that aim …