Semantic segmentation framework for atoll satellite imagery: An in-depth exploration using UNet variants and Segmentation Gym

This paper presents a framework for semantic segmentation of satellite imagery aimed at studying atoll morphometrics. Recent advances in deep neural networks for automated segmentation have been valuable across a variety of satellite and aerial imagery applications, such as land cover classification...

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Bibliographic Details
Main Authors: Ray Wang, Tahiya Chowdhury, Alejandra C. Ortiz
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Applied Computing and Geosciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197424000648
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