CloudTran++: Improved Cloud Removal from Multi-Temporal Satellite Images Using Axial Transformer Networks

CloudTran++: Improved Cloud Removal from Multi-Temporal Satellite Images Using Axial Transformer Networks

We present a method for cloud removal from satellite images using axial transformer networks. The method considers a set of multi-temporal images in a given region of interest, together with the corresponding cloud masks, and produces a cloud-free image for a specific day of the year. We propose the...

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Bibliographic Details
Main Authors: Dionysis Christopoulos, Valsamis Ntouskos, Konstantinos Karantzalos
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Remote Sensing
Subjects:
autoregressive models
cloud removal
image reconstruction
multi-temporal
optical imaging
Sentinel-2
Online Access:https://www.mdpi.com/2072-4292/17/1/86
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