An efficient method for human hand gesture detection and recognition using deep learning convolutional neural networks

PS Neethu, R Suguna, D Sathish - Soft Computing, 2020 - Springer
… of proposed hand gesture detection and recognition methodology with state of arts in terms
of sensitivity, specificity and accuracy. The proposed hand gesture detection and recognition …

Real-time human detection and gesture recognition for on-board UAV rescue

C Liu, T Szirányi - Sensors, 2021 - mdpi.com
… Compared to other gesture recognition methods, such as using 3D convolutional neural …
feature for human gesture recognition. The reason is that the features of the human skeleton are …

Using deep learning in infrared images to enable human gesture recognition for autonomous vehicles

K Geng, G Yin - IEEE Access, 2020 - ieeexplore.ieee.org
… can enable real time human gesture detection for autonomous … human gesture detection
model for infrared images is illustrated in Figure 2. The input of this human gesture detection

Gesture Detection and Recognition Based on Pyramid Frequency Feature Fusion Module and Multiscale Attention in Human‐Computer Interaction

M Tu - Mathematical Problems in Engineering, 2021 - Wiley Online Library
… object detection and gesture recognition into one model and proposes a gesture detection
feature fusion module and multiscale attention in human-computer interaction. Pyramid fusion …

Real-time radar-based gesture detection and recognition built in an edge-computing platform

Y Sun, T Fei, X Li, A Warnecke, E Warsitz… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Gesture Detector We propose a STA/LTA-based gesture detector to detect the tail of a
gesture… The exponential moving average (EMA) is used to detect the change of the magnitude …

Computer vision-based hand gesture recognition for human-robot interaction: a review

J Qi, L Ma, Z Cui, Y Yu - Complex & Intelligent Systems, 2024 - Springer
human–machine interaction. Because natural gestures change constantly, the current gesture
detection technology is unable to fully achieve genuine human–machine communication. …

Human-machine interaction sensing technology based on hand gesture recognition: A review

L Guo, Z Lu, L Yao - IEEE Transactions on Human-Machine …, 2021 - ieeexplore.ieee.org
Human machine interaction (HMI) is an interactive way of information exchange between
human and … Hand gesture, as one of the important ways for human to convey information and …

Gesture recognition algorithm of human motion target based on deep neural network

Z Xia, J Xing, C Wang, X Li - Mobile information systems, 2021 - Wiley Online Library
… up, and five human gestures are collected in the human gesture data set, and the … human
body detection accuracy of this algorithm is high, but the recall rate of human gesture detection

Gesture-radar: A dual doppler radar based system for robust recognition and quantitative profiling of human gestures

Z Wang, Z Yu, X Lou, B Guo… - … transactions on human …, 2020 - ieeexplore.ieee.org
… On one hand, during the gesture detection phase, as a radar can only capture the motion
information on the radial components, there might be cases that one radar captures a …

Design of hand gesture recognition system for human-computer interaction

TH Tsai, CC Huang, KL Zhang - Multimedia tools and applications, 2020 - Springer
… , the construction of a precise background model for foreground detection was required. A
fixed background also restricted the potential usage of this hand gesture detection technique. …