Comparative Analysis of Vision Foundation Models For Building Segmentation in Aerial Imagery

Visual Foundation Models (VFMs) demonstrate impressive generalization capabilities for image segmentation and classification tasks, leading to their increasing adoption in the remote sensing field. This study investigates the performance of VFMs in zero-shot building segmentation from aerial imagery...

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Bibliographic Details
Main Authors: Z. Akbulut, S. Özdemir, F. Karslı
Format: Article
Language:English
Published: Copernicus Publications 2025-05-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-M-6-2025/23/2025/isprs-archives-XLVIII-M-6-2025-23-2025.pdf
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