Title :
A basis function network for remote sensing classification
Author :
Bensheng, Qiu ; Yuangui, Gao ; Jingan, Yang ; Diancheng, Zhang
Author_Institution :
PLA Gen. Hosp., Beijing, China
Abstract :
For the problem of remote sensing image classification, a basis function network is proposed in this paper. Compared with the backpropagation (BP) network, it avoids the problems of hidden nodes selection and weights initialization. The experimental results show that this basis function network has a better performance of classification for complex remote sensing patterns with fast training time
Keywords :
image classification; neural nets; remote sensing; basis function network; complex remote sensing patterns; image classification; remote sensing classification; remote sensing image processing; training time; Artificial neural networks; Biology computing; Color; Computer errors; Hospitals; Image processing; Neural networks; Pattern classification; Programmable logic arrays; Remote sensing;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770867
