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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, Li Ma, Zhenchao Cui, Yushu Yu
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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
Noraini Mohamed +2 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 +7 more
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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-
Kwangtaek Kim +4 more
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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
Abdirahman Osman Hashi +2 more
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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
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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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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
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A systematic review on hand gesture recognition techniques, challenges and applications [PDF]
PeerJ Computer Science, 2019 Background With the development of today’s technology, and as humans tend to naturally use hand gestures in their communication process to clarify their intentions, hand gesture recognition is considered to be an important part of Human Computer ...
Mais Yasen, Shaidah Jusoh
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On attaining user-friendly hand gesture interfaces to control existing GUIs
Virtual Reality & Intelligent Hardware, 2020 Background: Hand gesture interfaces are dedicated programs that principally perform hand tracking and hand gesture prediction to provide alternative controls and interaction methods.
Egemen Ertugrul, Ping Li, Bin Sheng
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