Author

Jia-Song Shi

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Open access Oct 2026

Spectral-Aware Lightweight Mamba Network with Multi-Kernel Fusion for Hyperspectral Image Super-Resolution

Hyperspectral image super-resolution (HSI-SR) has been widely applied in ground object classification, target detection, and environmental monitoring. Its core is to reconstruct high-quality spatial–spectral information from low-resolution observations. However, existing models generally suffer from severe redundancy a...

Li-Zhou Huang, Heng-Xu Lai, Mao-Sheng Sun et al. · Applied Sciences · 0 citations

Open access Sep 2026

Gas Plume Detection from Infrared Hyperspectral Remote Sensing Data Based on Deep Learning Algorithms

Infrared hyperspectral remote sensing is effective for chemical gas detection because gas molecules exhibit characteristic absorption features in the mid- and long-wave infrared region. This study considers coexisting gas components along a common line of sight rather than geometrically distinct spatial plumes. We prop...

Su-Yi Wu, Cheng-Yu Liu, Ji-Dai Chen et al. · Remote Sensing · 0 citations