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FMCW Radar-Based Real-Time Hand Gesture Recognition System Capable of Out-of-Distribution Detection
IEEE Access, 2022 Real-time hand gesture recognition plays a vital role in human-computer interaction (HCI). Recent radar-based hand gesture recognition methods have focused on achieving high classification accuracy using deep neural network (DNN)-based classifiers ...
Jae-Woo Choi +2 more
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Two-Dimensional Parallel Spatio-Temporal Pyramid Pooling for Hand Gesture Recognition
IEEE Access, 2023 Hand Gesture Recognition (HGR) plays a crucial role in user-friendly interactions between humans and computers. In recent years, using the Convolutional Neural Network (CNN) has improved the accuracy of image processing problems.
Farzaneh Jafari, Anup Basu
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Real-Time Hand Gesture Recognition using Motion Tracking [PDF]
International Journal of Computational Intelligence Systems, 2011 This paper proposes a real-time recognition system for hand gestures, which serves as an alternative of human computer interface. We focus on hand gestures performed by hand motions, and 10 hand signed digits are recognized.
Chi-Man Pun, Hong-Min Zhu, Wei Feng
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Applied Sciences, 2021 This paper presents an effective signal processing scheme of hand gesture recognition with a superior accuracy rate of judging identical and dissimilar hand gestures.
Guo-Hua Feng, Gui-Rong Lai
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Tracking of dynamic gesture fingertips position in video sequence [PDF]
Archives of Control Sciences, 2020 The field of research of this paper combines Human Computer Interface, gesture recognition and fingertips tracking. Most gesture recognition algorithms processing color images are unable to locate folded fingers hidden inside hand contour.
Tomasz, Grzejszczak +2 more
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Touchless Operations Using Hand Gestures Detection
, 2023 Humans have only recently begun using hand gestures to interact with computers. The integration of the real and digital worlds is the aim of gesture recognition. It is considerably simpler to convey our intentions and ideas to the computer via hand gestures.
Gupta, Aryan +4 more
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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
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Applied Sciences, 2020 Using hand gestures is a natural method of interaction between humans and computers. We use gestures to express meaning and thoughts in our everyday conversations.
Dinh-Son Tran +5 more
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Real-Time Human Detection and Gesture Recognition for On-Board UAV Rescue
Sensors, 2021 Unmanned aerial vehicles (UAVs) play an important role in numerous technical and scientific fields, especially in wilderness rescue. This paper carries out work on real-time UAV human detection and recognition of body and hand rescue gestures.
Chang Liu, Tamás Szirányi
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Hand gesture recognition system based in computer vision and machine learning [PDF]
, 2015 "Lecture notes in computational vision and biomechanics series, ISSN 2212-9391, vol. 19"Hand gesture recognition is a natural way of human computer interaction and an area of very active research in computer vision and machine learning.
A Chaudhary +5 more
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