Feature covariance matrix-based dynamic hand gesture recognition
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3719-3
Abstract: AbstractOver the past 2 decades, vision-based dynamic hand gesture recognition (HGR) has made significant progresses and been widely adopted in many practical applications. Although the advent of RGB-D cameras and deep learning-based methods provides more feasible… read more here.
Keywords: dynamic hand; feature covariance; hand gesture; covariance matrix ... See more keywords
RD-Hand: a real-time regression-based detector for dynamic hand gesture
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DOI: 10.1007/s10489-021-02380-9
Abstract: Existing gesture-recognition methods have poor performance on the mobile terminal, because of their limited computing resources and noisy environments such as Spatio-temporal variations and light variations. In this paper, we first draw the idea of… read more here.
Keywords: regression; regression based; time; hand ... See more keywords
Dynamic-Hand-Gesture Authentication Dataset and Benchmark
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DOI: 10.1109/tifs.2020.3036218
Abstract: In recent years, biometrics have received considerable attention for its reliability and usability. Dynamic-hand-gesture is one of the representative biometric modalities, with advantages of safety and template-replaceability, has huge potential value. However, due to the… read more here.
Keywords: authentication; hand; dataset; hand gesture ... See more keywords
Trajectory-based Cognitive Recognition of Dynamic Hand Gestures from Webcam Videos
Sign Up to like & getrecommendations! Published in 2020 at "International journal of engineering research and technology"
DOI: 10.37624/ijert/13.6.2020.1432-1440
Abstract: An online description of the hand and detection of the centroid of a hand movement are critical requirements to trace the dynamic hand gestures. The hand acquires very small area in the image frame, and… read more here.
Keywords: dynamic hand; hand movement; webcam videos; hand ... See more keywords