Accuracy Analysis of Satellite Image Classification Techniques
Language: English
Published by LAP Lambert Academic Publishing Dez 2016, 2016
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 44.13
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Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -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. 112 pp. Englisch. …
Seller Inventory # 9783330013827
- Title
- Accuracy Analysis of Satellite Image Classification Techniques
- Author
- Nagarajan Sureshkumar
- Publisher
- LAP Lambert Academic Publishing Dez 2016
- Publication year
- 2016
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3330013826
- ISBN 13
- 9783330013827
- Item weight
- 185 grams
- Dimensions
- 220x150x8 mm
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About the Author
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BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
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