Structure-adaptive SOM to classify 3-dimensional point light actors' gender

Classifying the patterns of moving point lights attached on actor's bodies with self-organizing map often fails to get successful results with its original unsupervised learning algorithm. This paper exploits a structure-adaptive self-organizing map (SASOM) which adaptively updates the weights,...

Full description

Bibliographic Details

Published in:	ICONIP '02 : proceedings of the 9th International Conference on Neural Information Processing : computational intelligence for the E-age : November 18-22, 2002, Singapore Vol. 2; pp. 949 - 953 vol.2
Main Author:	Sung-Bae Cho
Format:	Conference Proceeding
Language:	English
Published:	IEEE 2002
Subjects:	Backpropagation algorithms Computer science Displays Electronic mail Humans Machine learning Neural networks Organizing Pattern recognition Testing
ISBN:	9810475241, 9789810475246
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!