Optimal Segmentation Scale Parameter, Feature Subset and Classification Algorithm for Geographic Object-Based Crop Recognition Using Multisource Satellite Imagery

Optimal Segmentation Scale Parameter, Feature Subset and Classification Algorithm for Geographic Object-Based Crop Recognition Using Multisource Satellite Imagery

Geographic object-based image analysis (GEOBIA) has been widely used in the remote sensing of agricultural crops. However, issues related to image segmentation, data redundancy and performance of different classification algorithms with GEOBIA have not been properly addressed in previous studies, th...

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Bibliographic Details
Main Authors: Lingbo Yang, Lamin R. Mansaray, Jingfeng Huang, Limin Wang
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Remote Sensing
Subjects:
GEOBIA
optimal segmentation scale parameter
iEnRFE
feature selection
multisource satellite data
crop recognition
Online Access:http://www.mdpi.com/2072-4292/11/5/514

Internet

http://www.mdpi.com/2072-4292/11/5/514

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