Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles

Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles

To investigate the performance of extreme gradient boosting (XGBoost) in remote sensing image classification tasks, XGBoost was first introduced and comparatively investigated for the spectral-spatial classification of hyperspectral imagery using the extended maximally stable extreme-region-guided m...

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Bibliographic Details
Main Authors: Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Remote Sensing
Subjects:
XGBoost
Meta-XGBoost
CART
DART
booster
spectral-spatial classification
Online Access:https://www.mdpi.com/2072-4292/12/12/1973

Internet

https://www.mdpi.com/2072-4292/12/12/1973

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