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Recognition and anticipation of hand motions using a recurrent neural network

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conference contribution
posted on 2023-05-26, 09:55 authored by Vamplew, P, Adams, A
Previous work in recognition of hand gestures has concentrated on classification of hand shapes, with relatively little work done on hand motions. This paper describes a recurrent neural network which has been trained to classify sixteen different hand trajectories, including relatively complex paths such as circles and back-and-forth motions. The network's ability to anticipate the classification of an incomplete gesture is also examined, and its implications for segmentation of gestures is discussed.

History

Publication status

  • Published

Event title

IEEE International Conference on Neural Networks

Event Venue

Perth, Western Australia

Date of Event (Start Date)

1995-11-27

Date of Event (End Date)

1995-12-01

Repository Status

  • Open

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