This review analyses the different gesture recognition systems through a timeline, showing the different types of technology, and specifying which are the most important features and …
Objective: In this paper, we demonstrate the applicability of radar for gait classification with application to home security, medical diagnosis, rehabilitation, and assisted living. Aiming at …
M Wang, YD Zhang, G Cui - Digital Signal Processing, 2019 - Elsevier
We develop a novel radar-based human motion recognition technique that exploits the temporal sequentiality of human motions. The stacked recurrent neural network (RNN) with …
W Kim, JM Song, KR Park - Sensors, 2018 - mdpi.com
Finger-vein recognition, which is one of the conventional biometrics, hinders fake attacks, is cheaper, and it features a higher level of user-convenience than other biometrics because it …
In this letter, we present the use of experimental human micro-Doppler signature data gathered by a multistatic radar system to discriminate between unarmed and potentially …
Q Wu, YD Zhang, W Tao… - IET Radar, Sonar & …, 2015 - Wiley Online Library
Falls are a major public health concern and main causes of accidental death in the senior US population. Timely and accurate detection permit immediate assistance after a fall and …
X Bai, Y Hui, L Wang, F Zhou - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper addresses the problem of radar-based human gait recognition based on the dual- channel deep convolutional neural network (DC-DCNN). To enrich the limited radar data set …
C Feng, J Xiong, L Chang, F Wang, J Wang… - Proceedings of the ACM …, 2021 - dl.acm.org
Person identification plays a critical role in a large range of applications. Recently, RF based person identification becomes a hot research topic due to the contact-free nature of RF …
RP Trommel, RIA Harmanny, L Cifola… - 2016 European …, 2016 - ieeexplore.ieee.org
This paper presents the use of a deep convolutional neural network (DCNN) in distinguishing between absence of human gait and the presence of single or multiple …