Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data

Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data

Urbanization is progressing at an unprecedented rate in many places around the world. The Sentinel-1 synthetic aperture radar (SAR) and Sentinel-2 MultiSpectral Instrument (MSI) missions, combined with deep learning, offer new opportunities to accurately monitor urbanization at a global scale. Altho...

Full description

Bibliographic Details
Main Authors: Sebastian Hafner, Yifang Ban, Andrea Nascetti
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Remote Sensing
Subjects:
remote sensing
deep learning
data fusion
consistency regularization
urbanization monitoring
Online Access:https://www.mdpi.com/2072-4292/15/21/5135

Internet

https://www.mdpi.com/2072-4292/15/21/5135

Similar Items