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A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images

✍ Scribed by Munoz-Marf, J.; Bruzzone, L.; Camps-Vails, G.


Book ID
114626280
Publisher
IEEE
Year
2007
Tongue
English
Weight
660 KB
Volume
45
Category
Article
ISSN
0196-2892

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The support vector domain description is a one-class classification method that estimates the distributional support of a data set. A flexible closed boundary function is used to separate trustworthy data on the inside from outliers on the outside. A single regularization parameter determines the sh