Transfer learning and single-polarized SAR image preprocessing for oil spill detection

This study addresses the challenge of oil spill detection using Synthetic Aperture Radar (SAR) satellite imagery, employing deep learning techniques to improve accuracy and efficiency. We investigated the effectiveness of various neural network architectures and encoders for this task, focusing on s...

Full description

Saved in:
Bibliographic Details
Main Authors: Nataliia Kussul, Yevhenii Salii, Volodymyr Kuzin, Bohdan Yailymov, Andrii Shelestov
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:ISPRS Open Journal of Photogrammetry and Remote Sensing
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667393224000255
Tags: Add Tag
No Tags, Be the first to tag this record!