Rough Sets for Satellite Image Classification : Landuse/Landcover Analysis of Alwar (Rajasthan)
Language: English
Published by LAP LAMBERT Academic Publishing, 2017
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 43.81
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - It has been observed that the ground truth data, forming a prime decision system, an essential ingredient for a supervised learning, may itself contain redundant / inconsistent / conflicting information. Moreover, there may be superfluous attributes that warrants a fast mechanism to identify & discard them and at the same time keep the information content compatible to the original data set. The Rough Set Theory has emerged as an effective measure to resolve imprecise knowledge, analysis of conflicts, evaluation of data dependencies and generating rules. Landuse/Landcover classification is specifically chosen for this study as it is well recognized important task in landscape ecology. The objective is how the decision system required for any supervised classification, is made consistent and free from superfluous attributes. Land cover classification of the LISS-III image pertaining to Alwar (India) area by the Rough Set, Maximum Likelihood Classifier and Minimum Distance Classifier is performed. The findings show that, in the era of internet GIS where time and accuracy is the prime requirement in classification of images, Rough set theory offers better and accurate results. …
Seller Inventory # 9783330032828
- Title
- Rough Sets for Satellite Image Classification : Landuse/Landcover Analysis of Alwar (Rajasthan)
- Author
- Sonika Jindal
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2017
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3330032820
- ISBN 13
- 9783330032828
- Item weight
- 179 grams
- Dimensions
- 220x150x7 mm
"Synopsis" may belong to another edition of this title.
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