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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
doaj +3 more sources
REST Journal on Data Analytics and Artificial IntelligenceThe "Real-Time Hand Gesture Recognition System" aims to enhance human-computer interaction using computer vision and machine learning techniques. Using the webcam for real-time video capture, the system uses OpenCV to process each frame in real-time. Thus, it recognizes hand gestures using models such as Cvzone's, Hand Detector or Mediapipe.
null Aashima Gupta +2 more
semanticscholar +5 more sources
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
doaj +2 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 +7 more
doaj +2 more sources
An Exploration into Human-Computer Interaction: Hand Gesture Recognition Management in a Challenging Environment. [PDF]
SN Comput Sci, 2023 Scientists are developing hand gesture recognition systems to improve authentic, efficient, and effortless human–computer interactions without additional gadgets, particularly for the speech-impaired community, which relies on hand gestures as their only
Chang V, Eniola RO, Golightly L, Xu QA.
europepmc +2 more sources
MEMS Devices-Based Hand Gesture Recognition via Wearable Computing. [PDF]
Micromachines (Basel), 2023 Gesture recognition has found widespread applications in various fields, such as virtual reality, medical diagnosis, and robot interaction. The existing mainstream gesture-recognition methods are primarily divided into two categories: inertial-sensor ...
Wang H +6 more
europepmc +2 more sources
HaGRID – HAnd Gesture Recognition Image Dataset [PDF]
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022 12 pages, 5 figures, open-source dataset for computer ...
Kapitanov, Alexander +4 more
openaire +3 more sources
International Journal for Research in Applied Science and Engineering Technology, 2023 Abstract: This work presents a computer-vision-based application for recognizing hand gestures. A live video feed is captured by a camera, and a still image is extracted from that feed with the aid of an interface. At least once per count hand gesture (one, two, three, four, and five), the system is trained.
Swetha Kotavenuka +3 more
semanticscholar +4 more sources
A Structured and Methodological Review on Vision-Based Hand Gesture Recognition System
Journal of Imaging, 2022 Researchers have recently focused their attention on vision-based hand gesture recognition. However, due to several constraints, achieving an effective vision-driven hand gesture recognition system in real time has remained a challenge.
Fahmid Al Farid +7 more
doaj +2 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
doaj +2 more sources