handmotion-icnn95.pdf (86.13 kB)
Recognition and anticipation of hand motions using a recurrent neural network
conference contribution
posted on 2023-05-26, 09:55 authored by Vamplew, P, Adams, APrevious 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 NetworksEvent Venue
Perth, Western AustraliaDate of Event (Start Date)
1995-11-27Date of Event (End Date)
1995-12-01Repository Status
- Open
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