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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, Yushu Yu, Yu Yushu
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
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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
, N Jomhari, Mumtaz Mustafa
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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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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
Sensors, 2015 Vision-based hand gesture interactions are natural and intuitive when interacting with computers, since we naturally exploit gestures to communicate with other people. However, it is agreed that users suffer from discomfort and fatigue when using gesture-
Jaesung Choi +2 more
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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
A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024
IEEE AccessHand gesture is the main method of communication for people who are hearing-impaired, which poses a difficulty for millions of individuals worldwide when engaging with those who do not have hearing impairments. The significance of technology in enhancing
Siti Z Mohd Hashim +1 more
exaly +3 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
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