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Computer vision-based hand gesture recognition for human-robot interaction: a review
Complex & Intelligent Systems, 2023 As robots have become more pervasive in our daily life, natural human-robot interaction (HRI) has had a positive impact on the development of robotics. Thus, there has been growing interest in the development of vision-based hand gesture recognition for ...
Jing Qi, Zhenchao Cui, Yushu Yu
exaly +2 more sources
Real-Time Hand Gesture Monitoring Model Based on MediaPipe’s Registerable System [PDF]
SensorsHand gesture recognition plays a significant role in human-to-human and human-to-machine interactions. Currently, most hand gesture detection methods rely on fixed hand gesture recognition.
Yuting Meng +3 more
doaj +2 more sources
HGR-ViT: Hand Gesture Recognition with Vision Transformer [PDF]
Sensors, 2023 Hand gesture recognition (HGR) is a crucial area of research that enhances communication by overcoming language barriers and facilitating human-computer interaction.
Chun Keat Tan +4 more
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Hand Gesture Recognition for Sign Language Using 3DCNN
IEEE Access, 2020 Recently, automatic hand gesture recognition has gained increasing importance for two principal reasons: the growth of the deaf and hearing-impaired population, and the development of vision-based applications and touchless control on ubiquitous devices.
Muneer Al-Hammadi +2 more
exaly +3 more sources
A Review of the Hand Gesture Recognition System: Current Progress and Future Directions
IEEE Access, 2021 This paper reviewed the sign language research in the vision-based hand gesture recognition system from 2014 to 2020. Its objective is to identify the progress and what needs more attention. We have extracted a total of 98 articles from well-known online
Noraini Mohamed +2 more
exaly +3 more sources
IEEE Access, 2020 Hand gesture recognition is an attractive research field with a wide range of applications, including video games and telesurgery techniques. Another important application of hand gesture recognition is the translation of sign language, which is a ...
Muneer Al-Hammadi +2 more
exaly +3 more sources
End-to-End Ultrasonic Hand Gesture Recognition [PDF]
SensorsAs the number of electronic gadgets in our daily lives is increasing and most of them require some kind of human interaction, this demands innovative, convenient input methods.
Elfi Fertl +6 more
doaj +2 more sources
Semi-Supervised Joint Learning for Hand Gesture Recognition from a Single Color Image
Sensors, 2021 Hand gesture recognition and hand pose estimation are two closely correlated tasks. In this paper, we propose a deep-learning based approach which jointly learns an intermediate level shared feature for these two tasks, so that the hand gesture ...
Chi Xu, Yunkai Jiang, Jun Zhou, Yi Liu
doaj +1 more source
Robust Hand Gesture Recognition Based on RGB-D Data for Natural Human–Computer Interaction
IEEE Access, 2022 To naturally interact with virtual environment by hand gesture, this paper presents a robust RGB-D data based recognition method of static and dynamic hand gesture.
Jun Xu +3 more
doaj +1 more source
Gesture Recognition and Hand Tracking for Anti-Counterfeit Palmvein Recognition
Applied Sciences, 2023 At present, COVID-19 is posing a serious threat to global human health. The features of hand veins in infrared environments have many advantages, including non-contact acquisition, security, privacy, etc., which can remarkably reduce the risks of COVID ...
Jiawei Xu, Lu Leng, Byung-Gyu Kim
doaj +1 more source