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Dynamic Hand Gesture Recognition
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), 2022Subash Chandra Bose Jaganathan +5 more
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A Real-Time Dynamic Gesture Recognition System
Applied Mechanics and Materials, 2013In this paper, we present a dynamic gesture recognition system. We focus on the visual sensory information to recognize human activity in form of hand movements from a small, predefined vocabulary. A fast and effective method is presented for hand detection and tracking at first for the trajectory extraction.
Jiang Guo +3 more
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Hand gestures recognition using dynamic Bayesian networks
2013 3rd Joint Conference of AI & Robotics and 5th RoboCup Iran Open International Symposium, 2013In this study a method for hand gesture recognition using dynamic Bayesian networks was presented. This study includes two main subdivisions namely: hand posture recognition and dynamic hand gesture recognition (without hand posture recognition). In the first session, after hand segmentation using a method based on histogram of direction and fuzzy SVM ...
Somayeh Shiravandi +2 more
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Learning dynamics for exemplar-based gesture recognition
2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings., 2003This paper addresses the problem of capturing the dynamics for exemplar-based recognition systems. Traditional HMM provides a probabilistic tool to capture system dynamics and in exemplar paradigm, HMM states are typically coupled with the exemplars. Alternatively, we propose a non-parametric HMM approach that uses a discrete HMM with arbitrary states (
A. Elgammal +3 more
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Directional Dynamic Time Warping for Gesture Recognition
Proceedings of the 2017 2nd International Conference on Multimedia Systems and Signal Processing, 2017In this study, we propose a modified dynamic time warping (DTW) algorithm that compares the sequences based on the direction of the gesture's movement. When comparing the gesture sequences, the proposed algorithm compares the movement direction and calculates the difference by the Euclidean Distance, and therefore reflects the characteristics of the ...
Hyo-Rim Choi, Tae-Yong Kim
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A Dynamic Gesture and Posture Recognition System
Journal of Intelligent & Robotic Systems, 2013This paper presents a real time dynamic hand gesture and posture recognition system based on a neural network and a Hidden Markov Model. For skin color segmentation an adaptive online trained skin color model is used, while the hand posture recognition is accomplished through a likelihood-based classification technique of geometric features.
Kyriakos Sgouropoulos +2 more
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Multi-model ensemble gesture recognition network for high-accuracy dynamic hand gesture recognition
Journal of Ambient Intelligence and Humanized Computing, 2022Adam A. Q. Mohammed +3 more
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Gesture recognition matching based on dynamic skeleton
2021 33rd Chinese Control and Decision Conference (CCDC), 2021Wang Jingyao, Yu Naigong, Essaf Firdaous
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Literature review on dynamic hand gesture recognition
AIP Conference Proceedings, 2022Avinash D. Harale, Kailash J. Karande
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Dynamic Hand Gesture Recognition Based on 3D Hand Pose Estimation for Human–Robot Interaction
IEEE Sensors Journal, 2022Qing Gao, Yongquan Chen, Zhaojie Ju
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