All Outputs (2)

Assessing the accuracy of land cover change with imperfect ground reference data (2010)
Journal Article
Foody, G. M. (2010). Assessing the accuracy of land cover change with imperfect ground reference data. Remote Sensing of Environment, 114(10), https://doi.org/10.1016/j.rse.2010.05.003

The ground data used as a reference in the validation of land cover change products are often not an ideal gold standard but degraded by error. The effects of ground reference data error on the accuracy of land cover change detection and the accuracy... Read More about Assessing the accuracy of land cover change with imperfect ground reference data.

Feature selection for classification of hyperspectral data by SVM (2010)
Journal Article
Pal, M., & Foody, G. M. (2010). Feature selection for classification of hyperspectral data by SVM. IEEE Transactions on Geoscience and Remote Sensing, 48(5), https://doi.org/10.1109/TGRS.2009.2039484

SVM are attractive for the classification of remotely sensed data with some claims that the method is insensitive to the dimensionality of the data and so not requiring a dimensionality reduction analysis in pre-processing. Here, a series of classifi... Read More about Feature selection for classification of hyperspectral data by SVM.