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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
Open access 2026

Scale-Aware Fusion and Spatial-Frequency Collaborative Network for Remote Sensing Imagery Semantic Segmentation

Semantic segmentation of remote sensing images is crucial for serial earth observation tasks. However, significant scale variations in remote sensing scenes and insufficient exploitation of frequency-domain information often cause small-scale objects to be overwhelmed by large backgrounds under imbalanced multiscale fe...

Lu Wang, Chenxuan Lou, Jing Wang et al. · 0 citations

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