Multiscale Adapter Based on SAM for Remote Sensing Semantic Segmentation

The segment anything model (SAM), despite its remarkable performance in dense visual tasks, encounters a significant challenge in remote sensing image segmentation due to the intricate, multiscale objects and vast landscapes present in remote sensing imagery. To address this challenge, this article...

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Bibliographic Details

Published in:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Shanjuan Chen, Yunlong Yu, Yingming Li, Zhao Wang, Xi Li, Jungong Han
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Fine-tuning strategy multiscale adapter (MSA) remote sensing segmentation segment anything model (SAM)
Online Access:	https://ieeexplore.ieee.org/document/10824913/