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Author

Hong-Wei Li

2 papers indexed here

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Open access 2026

S2OMNet: A Spectral-Saliency Guided Orthogonal Mamba Network for Hyperspectral Image Change Detection

Hyperspectral image change detection (HSI-CD) identifies land-cover changes by exploiting bitemporal spatial-spectral information. Although state space models (SSMs) provide efficient long-range sequence modeling, generic spatial scanning strategies mainly construct sequences over the spatial grid and do not explicitly...

Si-Han Bai, Hong-Wei Li, Ming-Ming Xie et al. · 0 citations
Open access Sep 2026

Detection-oriented diffusion super-resolution for autonomous remote sensing perception

A detection-oriented super-resolution framework built upon a residual diffusion-based super-resolution branch and guided by downstream detection supervision is developed, which improves mAP50 from 0.5655 for low resolution inputs to 0.5899, while maintaining competitive reconstruction fidelity.

Ming-Ming Xie, Hong-Wei Li, Meng-Ni Xu et al. · 0 citations

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