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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Li-Mei Huo

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2 papers indexed here

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Oct 2026

Single Hyperspectral Image Super-Resolution Using Multi-scale Cross-spectral Transformer Network

Hyperspectral image super-resolution seeks to produce images with finer spatial detail while keeping spectral information consistent, which supports more reliable analysis in hyperspectral imaging applications. However, existing methods mainly rely on 2D/3D convolutions, which are limited to modeling local spatial-spec...

Hai-Jun Wang, Yao-Wei Wang, Ya-Lin Nie et al. · 0 citations
Sep 2026

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

A Position-Aware Attention Module (PAM) that employs MLP-based positional encoding to inject spatial structure information, thereby strengthening positional representation and a Query Interaction Mechanism (QIM) to enable complementary fusion of cross-domain features, where outputs of spatial and spectral branches serv...

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

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