TypeNet: Deep learning keystroke biometrics

A Acien, A Morales, JV Monaco… - … and Identity Science, 2021 - ieeexplore.ieee.org
… biometrics suffer high intra-class variability for person recognition, especially in free-text …
makes keystroke dynamics a near universal modality to authenticate subjects on the Internet. …

Zero-effort cross-domain gesture recognition with Wi-Fi

Y Zheng, Y Zhang, K Qian, G Zhang, Y Liu… - Proceedings of the 17th …, 2019 - dl.acm.org
signal level acts as a key enabler. In this paper, we propose Widar3.0, a Wi-Fi based zero-effort
cross-domain gesture recognition … Different from all existing approaches, our key idea is …

Joint activity recognition and indoor localization with WiFi fingerprints

F Wang, J Feng, Y Zhao, X Zhang, S Zhang… - IEEE Access, 2019 - ieeexplore.ieee.org
… The key rationale behind WiFi sensing is that people behaviors can influence the WiFi
signal propagation and introduce specific patterns into WiFi signals, called WiFi fingerprints, …

Person-in-WiFi: Fine-grained person perception using WiFi

F Wang, S Zhou, S Panev, J Han… - Proceedings of the …, 2019 - openaccess.thecvf.com
… images, takes the received 1D WiFi signals as input, and … WiFi antennas and standard IEEE
802.11 n WiFi signals. Demonstrating comparable results to image-based solutions, our WiFi-…

WiFi sensing with channel state information: A survey

Y Ma, G Zhou, S Wang - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
… results of WiFi sensing with CSI. Different WiFi sensing algorithms and signal processing …
and are suitable for different WiFi sensing applications. The survey groups CSI-based …

Wireless sensing for human activity: A survey

J Liu, H Liu, Y Chen, Y Wang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… We first review the four key techniques to perform WiFi sensing in Section II. Next the four …
signals. Inspired by such phenomenon, the concept of device-free passive detection using WiFi

Towards 3D human pose construction using WiFi

W Jiang, H Xue, C Miao, S Wang, S Lin, C Tian… - Proceedings of the 26th …, 2020 - dl.acm.org
… monitored by multiple WiFi devices whose signals are affected … ’s 3D skeletons using the
WiFi signals collected from these … Gait recognition using wifi signals. In Proceedings of the …

Sensor-based continuous authentication of smartphones' users using behavioral biometrics: A contemporary survey

M Abuhamad, A Abusnaina, DH Nyang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… Such integration can be done by measuring the keystroke dynamics or gestures when
connecting, changing the order, or selecting images [17]. The shortcomings of knowledge-based …

Deep learning-based gait recognition using smartphones in the wild

Q Zou, Y Wang, Q Wang, Y Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… gyroscopes, are often used to capture gait dynamics. These inertial sensors are commonly
gait data convenient and inexpensive to collect. In this paper, we study gait recognition using

Real-time arm gesture recognition in smart home scenarios via millimeter wave sensing

H Liu, Y Wang, A Zhou, H He, W Wang… - Proceedings of the …, 2020 - dl.acm.org
… also use Wi-Fi signals to recognize gestures, but the solutions usually cannot recognize
fine-… To express our key novelty, we then provide a visual showcase. (ii) Since mHomeGes is …