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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

Land-Oriented Scene Graph Generation for High-Resolution Remote Sensing Imagery: A Specialized Dataset and Semantic–Visual Collaborative Method

This study constructs the first land-oriented remote sensing SGG dataset by integrating and refining land-scene samples from ReCon1M and satellite-based terrain and relationship and proposes a semantic–visual collaborative SGG framework, which combines oriented object detection, global contextual modeling, and semantic...

Tong-Tong Zhang, Xiao-Yun Liu, Jun Li et al. · 0 citations

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