COSMOS: Context-preserving satellite memory-optimized segmentation system for ultra large-scale remote sensing images

Semantic segmentation of ultra-large remote sensing images faces substantial memory challenges, with virtually no previous work successfully addressing the preservation of global context in such large-scale imagery. Despite the critical importance of maintaining long-range relationships, GPU memory...

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Bibliographic Details
Main Authors: Trung Dung Nguyen, Zhen He, Wei Xiang, Rajalakshmi Rajasekaran
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225003905
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