Object-Based Image Classification of Summer Crops with Machine Learning Methods

Object-Based Image Classification of Summer Crops with Machine Learning Methods

The strategic management of agricultural lands involves crop field monitoring each year. Crop discrimination via remote sensing is a complex task, especially if different crops have a similar spectral response and cropping pattern. In such cases, crop identification could be improved by combining ob...

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Bibliographic Details
Main Authors: José M. Peña, Pedro A. Gutiérrez, César Hervás-Martínez, Johan Six, Richard E. Plant, Francisca López-Granados
Format: Article
Language:English
Published: MDPI AG 2014-05-01
Series:Remote Sensing
Subjects:
agriculture
ASTER satellite images
object-oriented image analysis
hierarchical classification
neural networks
Online Access:http://www.mdpi.com/2072-4292/6/6/5019

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