Publication: Digital Image Classication of Land Cover.
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Publication Date
2002
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Association for Intelligent Machinery
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Abstract
Classication of land cover represents a quite standard example of natural fuzzy boundaries between phenomena: many classes show in nature internal gradual diferences in species, health, age, moisture, as well other factors. It is unrealistic to establish a line between diferent classes, assuming homogeneous diferent phenomena in each side. In this paper we consider the unsupervised algorithm presented in Amo et al. [2], applied to a real image in Sevilla province (south Spain). As expected, image is easier to be understood taking into account few fuzzy classes and all their transition zones, rather than assuming a large family of crisp classes showing no structure between those classes.
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Joint Conference on Information Sciences (6,. 2002. North Carolina)