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Sep 2026

Spectral Manifold Variational Network for Hyperspectral Superresolution With Spectral Variability.

Given the inherent tradeoff between spectral and spatial resolution, hyperspectral images (HSIs) typically exhibit insufficient spatial details. Combining the HSI with a corresponding high spatial resolution conventional imagery serves as a compromised alternative to produce a high-quality HSI. While fusion-based HSI s...

Fei Ye, Peng Zheng, Yang Xu et al. · 0 citations
Open access 2026

Global Spatial–Spectral and Frequency-Domain Mamba for Hyperspectral Change Detection

Hyperspectral image plays an indispensable role in the field of change detection, yet its application still faces numerous challenges. On one hand, traditional attention mechanisms are often constructed based on local information, making them prone to overlooking long-range contextual relationships hidden within global...

Bingcheng Shi, Jiajun Qiao, Qiaolin Ye et al. · 0 citations

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