Fusion and Classification of SAR and Optical Data Using Multi-Image Color Components with Differential Gradients

Fusion and Classification of SAR and Optical Data Using Multi-Image Color Components with Differential Gradients

This paper proposes a gradient-based data fusion and classification approach for Synthetic Aperture Radar (SAR) and optical image. This method is used to intuitively reflect the boundaries and edges of land cover classes present in the dataset. For the fusion of SAR and optical images, Sentinel 1A a...

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Bibliographic Details
Main Authors: Achala Shakya, Mantosh Biswas, Mahesh Pal
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Remote Sensing
Subjects:
gradient fusion
classification
Stochastic Gradient Descent Classifier
Stochastic Gradient Boosting Classifier
Extreme Gradient Boosting Classifier
Online Access:https://www.mdpi.com/2072-4292/15/1/274

Internet

https://www.mdpi.com/2072-4292/15/1/274

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