Results 21 to 30 of about 143,707 (286)
Combined Hand Gesture — Speech Model for Human Action Recognition
Sensors, 2013 This study proposes a dynamic hand gesture detection technology to effectively detect dynamic hand gesture areas, and a hand gesture recognition technology to improve the dynamic hand gesture recognition rate.
Sheng-Tzong Cheng +2 more
doaj +1 more source
Skeleton-Based Dynamic Hand Gesture Recognition Using an Enhanced Network with One-Shot Learning
Applied Sciences, 2020 Dynamic hand gesture recognition based on one-shot learning requires full assimilation of the motion features from a few annotated data. However, how to effectively extract the spatio-temporal features of the hand gestures remains a challenging issue ...
Chunyong Ma +4 more
doaj +1 more source
3D Gesture Recognition and Adaptation for Human–Robot Interaction
IEEE Access, 2022 Gesture-based human-robot interaction has been an important area of research in recent years. The primary aspect for the researchers has always been to create a gesture detection system that is insensitive to lighting and backdrop surroundings.
Jubayer Al Mahmud +5 more
doaj +1 more source
Effect of sparsity-aware time–frequency analysis on dynamic hand gesture classification with radar micro-Doppler signatures [PDF]
, 2018 Dynamic hand gesture recognition is of great importance in human-computer interaction. In this study, the authors investigate the effect of sparsity-driven time-frequency analysis on hand gesture classification.
Fioranelli, Francesco +3 more
core +1 more source
Dynamic and Static Gesture Recognition System Using Moments [PDF]
, 2017 Gesture recognition is the novel idea to enhance the signs recognition of those who have speech and hearing disability .Our project discusses an improved method for gesture recognition .The algorithm extracts the gestures from the video given to it and ...
Lokhande, M. (Meghana) +3 more
core +1 more source
Scientific Reports, 2022 Hand gesture recognition is one of the most widely explored areas under the human–computer interaction domain. Although various modalities of hand gesture recognition have been explored in the last three decades, in recent years, due to the availability ...
Md. Ahasan Atick Faisal +3 more
doaj +1 more source
Smart-Data-Glove-Based Gesture Recognition for Amphibious Communication
Micromachines, 2023 This study has designed and developed a smart data glove based on five-channel flexible capacitive stretch sensors and a six-axis inertial measurement unit (IMU) to recognize 25 static hand gestures and ten dynamic hand gestures for amphibious ...
Liufeng Fan +5 more
doaj +1 more source
Skeleton-Based Dynamic Hand Gesture Recognition [PDF]
2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2016 In this paper, a new skeleton-based approach is proposed for 3D hand gesture recognition. Specifically, we exploit the geometric shape of the hand to extract an effective descriptor from hand skeleton connected joints returned by the Intel RealSense depth camera.
de Smedt, Quentin +2 more
openaire +2 more sources
Long-Distance Gesture Recognition Using Dynamic Neural Networks
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023 Accepted to IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023)
Bhatnagar, Shubhang +3 more
openaire +2 more sources
Human gesture classification by brute-force machine learning for exergaming in physiotherapy [PDF]
, 2017 In this paper, a novel approach for human gesture classification on skeletal data is proposed for the application of exergaming in physiotherapy. Unlike existing methods, we propose to use a general classifier like Random Forests to recognize dynamic ...
Allebosch, Gianni +4 more
core +1 more source