IEEE - Institute of Electrical and Electronics Engineers, Inc. - Robust estimation of human posture using incremental learnable Self-Organizing Map

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

Author(s): A. Shimada ; M. Kanouchi ; Daisaku Arita ; R.-i. Taniguchi
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Hong Kong, China
Conference Date: 1 June 2008
Page(s): 939 - 946
ISBN (CD): 978-1-4244-1821-3
ISBN (Paper): 978-1-4244-1820-6
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2008.4633912
Regular:

We propose an approach to improve the accuracy of estimating feature points of human body on a vision-based motion capture system (MCS) by using the Variable-Density Self-Organizing Map (VDSOM).... View More

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