Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study
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DOI: 10.1007/s12559-020-09754-0
Abstract: Recent developments of sensors that allow tracking of human movements and gestures enable rapid progress of applications in domains like medical rehabilitation or robotic control. Especially the inertial measurement unit (IMU) is an excellent device… read more here.
Keywords: state; continuous gesture; gesture recognition; gesture ... See more keywords
Deep signature-based isolated and large scale continuous gesture recognition approach
Sign Up to like & getrecommendations! Published in 2020 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2020.08.017
Abstract: Abstract In recent years, recognition of hand gestures has received considerable attention from the research community, with an increased interest in advanced decision support systems. In applications of this type of system, recognition of hand… read more here.
Keywords: large scale; continuous gesture; gesture recognition; gesture ... See more keywords
TMMF: Temporal Multi-Modal Fusion for Single-Stage Continuous Gesture Recognition
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2021.3108349
Abstract: Gesture recognition is a much studied research area which has myriad real-world applications including robotics and human-machine interaction. Current gesture recognition methods have focused on recognising isolated gestures, and existing continuous gesture recognition methods are… read more here.
Keywords: multi modal; continuous gesture; gesture recognition; gesture ... See more keywords