G.G. Wilkinson

Strategies and best practice for neural network image classification

I. Kanellopoulos, G.G. Wilkinson · International Journal of Remote Sensing · 1997 · 376 citations

Engineering, Machine Learning, Network Training +16

Results and implications of a study of fifteen years of satellite image classification experiments

G.G. Wilkinson · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 247 citations

Engineering, Machine Learning, Satellite Data +24

Land-cover discrimination in SPOT HRV imagery using an artificial neural network—a 20-class experiment

I. Kanellopoulos, A. Varfis, G.G. Wilkinson et al. · International Journal of Remote Sensing · 1992 · 140 citations

Environmental Monitoring, Engineering, Land Cover +18

An experimental system for the integration of GIS data in knowledge-based image analysis for remote sensing of agriculture

Charalampos Kontoes, G.G. Wilkinson, A. Burrill et al. · International Journal of Geographical Information Systems · 1993 · 68 citations

Precision Agriculture, Environmental Monitoring, Engineering +21

Evidential reasoning in a pixel classification hierarchy—a potential method for integrating image classifiers and expert system rules based on geographic context

G.G. Wilkinson, J. Mégier · International Journal of Remote Sensing · 1990 · 38 citations

Bayesian Decision Theory, Engineering, Machine Learning +19