Object-Based Classification of Grasslands from High Resolution Satellite Image Time Series Using Gaussian Mean Map Kernels

Object-Based Classification of Grasslands from High Resolution Satellite Image Time Series Using Gaussian Mean Map Kernels

This paper deals with the classification of grasslands using high resolution satellite image time series. Grasslands considered in this work are semi-natural elements in fragmented landscapes, i.e., they are heterogeneous and small elements. The first contribution of this study is to account for gra...

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Bibliographic Details
Main Authors: Mailys Lopes, Mathieu Fauvel, Stéphane Girard, David Sheeren
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Remote Sensing
Subjects:
supervised classification
SVM
Gaussian mean map kernels
kernel methods
object analysis
grasslands
Online Access:https://www.mdpi.com/2072-4292/9/7/688

Internet

https://www.mdpi.com/2072-4292/9/7/688

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