Author:Luus, FPS; Van den Bergh, F; Maharaj, BTJDate:Jun 2014Multitemporal land-use analysis is becoming increasingly important for the effective management of Earth resources. Despite that, consistent differences in the viewing and illumination geometry in satellite-borne imagery introduce some issues ...Read more
Author:Luus, FPS; Van den Bergh, F; Maharaj, BTJDate:Jun 2013Settlement classifiers for multitemporal satellite image analysis have to overcome numerous difficulties related to across-date variances in viewing- and illumination geometry. Shadow anisotropy is a prominent contributing factor in classifier ...Read more
Author:Luus, FPS; Van den Bergh, F; Maharaj, BTJDate:Jul 2012QuickBird imagery acquired on separate dates may have significant differences in viewing- and illumination geometries, which can negatively impact across-date settlement type classification accuracy. The effect of cast shadows on classification ...Read more
Author:Van den Bergh, FDate:Jul 2011Image texture features extracted from high-resolution remotely sensed images over urban areas have shown promise in their ability to distinguish different settlement classes. Without any explicit mechanism to counter the effects of variable ...Read more
Author:Luus, FPS; Van den Bergh, F; Maharaj, BTJDate:Jul 2013Classifier-generic domain adaptation based on feature space matching is applied in this study, with the aim of correcting dataset shifts consisting of both covariate and concept shifts. The feature space transformation between training and ...Read more