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Accuracy Analysis of Satellite Image Classification Techniques

Sureshkumar:Accuracy Analysis of Satell
Autor: Nagarajan Sureshkumar / Manoharan Arun
Verfügbarkeit: Auf Lager.
Artikelnummer: 1699565
ISBN / EAN: 9783330013827

Verfügbarkeit: sofort lieferbar

49,90
Inkl. MwSt. , zzgl. Versandkosten

Produktbeschreibung

Recent monsoon failures and reduced rain falls urge the environmental and ecology researchers to concentrate on the land cover changes. Significant and efficient way to monitor the land cover changes is satellite image classification. Classification of land cover changes of the study area are identified as used land, unused land, forest and vegetation. Using different kinds of remote sensing data like LANDSAT and ENVISAT, is an important research area for improving the classification performance. This work describes the combination of remotely sensed data, LANDSAT and ENVISAT images, to improve the classification accuracy. Classification algorithms KNN (K-Nearest Neighborhood) and SVM (Support Vector Machine) are tested for the accuracy and KNN in Embedding Space (KNNES) and SVM in Embedding Space (SVMES) are proposed and tested for the improved accuracy. Accuracy is quantified by reporting standard errors i.e., producer accuracy, user accuracy, omission error and commission error.

Zusatzinformation

Autor Verlag LAP Lambert Academic Publishing
ISBN / EAN 9783330013827 Bindung Taschenbuch

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