Enhancing Photovoltaic Panel Segmentation in Remote Sensing Imagery: A Comparative Study of Attention-Integrated UNet Models

Enhancing Photovoltaic Panel Segmentation in Remote Sensing Imagery: A Comparative Study of Attention-Integrated UNet Models

This study explores the enhancement of UNet-based semantic segmentation for photovoltaic (PV) panels in remote sensing images by integrating attention mechanisms. Given the critical role of solar energy in achieving global sustainability, accurate PV panel detection is essential for effective energy...

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Bibliographic Details
Main Authors: M. Q. Alkhatib, M. Al-Saad, N. Aburaed, M. S. Zitouni, S. Almansoori, H. Al-Ahmad
Format: Article
Language:English
Published: Copernicus Publications 2025-07-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-annals.copernicus.org/articles/X-G-2025/63/2025/isprs-annals-X-G-2025-63-2025.pdf
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