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Yan-Sheng Li

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2026

Spatially Anisotropic Reasoning Network for Remote Sensing Scene Graph Generation

Remote sensing scene graph generation (RS-SGG) aims to advance remote sensing image interpretation from primitive entity recognition to high-level holistic scene understanding. Due to the large spatial coverage of remote sensing images, objects are often organized into multiple functional subscenes, while predicate sem...

Wen-Bin Wang, Yi-Heng Chen, Hang Sun et al. · 0 citations
2026

Parameter-Efficient Local-Context Cooperation via Vision Foundation Models for UHR Remote Sensing Image Segmentation

Ultrahigh resolution (UHR) remote sensing image segmentation aims to achieve a fine-grained understanding of complex ground scenes. In recent years, vision foundation models (VFMs) have shown strong capability in learning generic structural priors from large-scale visual data, indicating great potential for such fine-g...

Qi Li, Chun-Ju Chen, Jiaxin Cai et al. · 0 citations

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