Deep Learning for Integrated Speckle Reduction and Super-Resolution in Multi-Temporal SAR

Deep Learning for Integrated Speckle Reduction and Super-Resolution in Multi-Temporal SAR

In the domain of synthetic aperture radar (SAR) image processing, a prevalent issue persists wherein research predominantly focuses on single-task learning, often neglecting the concurrent impact of speckle noise and low resolution on SAR images. Currently, there are two main processing strategies....

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Bibliographic Details
Main Authors: Lijing Bu, Jiayu Zhang, Zhengpeng Zhang, Yin Yang, Mingjun Deng
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
multi-temporal SAR images
speckle reduction
super-resolution
multi-task learning
Online Access:https://www.mdpi.com/2072-4292/16/1/18

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https://www.mdpi.com/2072-4292/16/1/18

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