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Open access Aug 2026

Low-Resource Adaptation and Structural Reconstruction for Satellite Component Segmentation

Accurate satellite component segmentation plays a fundamental role in numerous on-orbit perception tasks, including spacecraft pose estimation, autonomous robotic servicing, and space situational awareness. However, existing segmentation methods still face three major challenges: the scarcity of fine-grained annotation...

Rui Hong, Chao-Qiang Zhai, Ling-Dang Chen et al. · 0 citations
Sep 2026

Position-Aware Dual-Domain Hybrid Transformer for Single Hyperspectral Image Super-Resolution

Hyperspectral image super-resolution (HSI-SR) is a technique that increases spatial resolution while preserving spectral accuracy. This capability is important for remote sensing interpretation and for many downstream applications. Most existing deep learning solutions are predominantly built upon convolutional neural...

Hai-Jun Wang, Hao-Yu Hu, Ya-Lin Nie et al. · 0 citations

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