By Topic

A new method of determining the basic belief assignment in D-S evidence theory

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

The purchase and pricing options are temporarily unavailable. Please try again later.
4 Author(s)
Yong Hu ; Lab. on Image Inf. Process., Hefei Univ. of Tech., China ; Jun Gao ; Liang-Mei Hu ; Huo-Ming Dong

In this paper, the application of D-S evidence theory in multi-feature, multi-neural network classifier pattern recognition has been researched. The key problem in determining the basic belief assignment (BBA) has been discussed in detail. A new method of determining the BBA based on neural network is presented in this paper. The result of traffic sign shape recognition experiment shows that this new method can not only improve the total correct recognition percentage, but also reduce the fuzziness of decision-making and simplify the calculation.

Published in:

Machine Learning and Cybernetics, 2003 International Conference on  (Volume:5 )

Date of Conference:

2-5 Nov. 2003