Motion perception and recognition using moving light displays

Bulpitt, A. J. and Allinson, N. M. (1991) Motion perception and recognition using moving light displays. In: Second International Conference on Artificial Neural Networks, 18-20 November 1991, Bournemouth.

Documents
00140292.pdf
[img]
[Download]
Request a copy
[img] PDF
00140292.pdf - Whole Document
Restricted to Repository staff only

235kB

Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumb...

Abstract

Despite the limited amount of information that is available to the observer of a moving light display, humans are able to infer detailed information about the activity and identity of the actors within the film. The development of a system, which uses such displays to recognise different types of human motion, is described using a spatio-temporal neural network to classify different temporal sequences of movement. ART architectures are employed to adapt and maintain the learned codes of the network providing real-time learning and stability against insignificant events

Item Type:Conference or Workshop Item (Paper)
Additional Information:Despite the limited amount of information that is available to the observer of a moving light display, humans are able to infer detailed information about the activity and identity of the actors within the film. The development of a system, which uses such displays to recognise different types of human motion, is described using a spatio-temporal neural network to classify different temporal sequences of movement. ART architectures are employed to adapt and maintain the learned codes of the network providing real-time learning and stability against insignificant events
Keywords:Neural nets, Pattern recognition
Subjects:G Mathematical and Computer Sciences > G730 Neural Computing
G Mathematical and Computer Sciences > G740 Computer Vision
Divisions:College of Science > School of Computer Science
ID Code:5032
Deposited By: Tammie Farley
Deposited On:20 Apr 2012 11:48
Last Modified:13 Mar 2013 09:06

Repository Staff Only: item control page