Title :
Extended LVQ Neural Network Approach to Land Cover Mapping
Author :
Ito, Yu ; Omatu, Sigeru
Author_Institution :
Takamatsu National College of Technology
Abstract :
A competitive neural network (NN) learned by the OLVQ1 algorithm has the potential to produce images for land cover mapping. We propose an extended OLVQ1 that adds learning ratios to the original algorithm. Applying it to SPOT XS data, we show that higher mapping accuracies can be obtained compared to those of conventional methods.
Keywords :
Antenna measurements; Contacts; Contamination; Electric variables measurement; Impedance; Insulation; Neural networks; Pollution measurement; Probes; Remote sensing;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.1999.739167
