Long-Distance Gesture Recognition using Dynamic Neural Networks. (arXiv:2308.04643v1 [cs.CV])

Gestures form an important medium of communication between humans and
machines. An overwhelming majority of existing gesture recognition methods are
tailored to a scenario where humans and machines are located very close to each
other. This short-distance assumption does not hold true for several types of
interactions, for example gesture-based interactions with a floor cleaning
robot or with a drone. Methods made for short-distance recognition are unable
to perform well on long-distance recognition due to gestures occupying only a
small …

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