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Fenghua Huang

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Open access 2026

Physics-Guided Generative Pansharpening for Remote Sensing Images Under Unknown Sensor Degradation

Generative artificial intelligence has shown considerable potential for remote sensing image restoration and fusion. Pansharpening reconstructs high-spatial-resolution multispectral (HRMS) images by integrating high-resolution panchromatic (PAN) and low-resolution multispectral (LRMS) observations. However, existing me...

Xing-Si Xue, Feng-Hua Huang, Jian-Feng Wang et al. · 0 citations
2026

Dynamic Resource Allocation for RIS-Assisted Full-Duplex ISAC via Hybrid Lagrangian-DRL Approach

Integrated Sensing and Communication (ISAC) is emerging as a key technology for next-generation wireless networks, enabling simultaneous communication and sensing functionalities. This paper focuses a RIS-assisted full-duplex (FD) ISAC system, in which a multi-antenna base station (BS) concurrently performs multi-user...

S. Waqas, Fenghua Huang, Fakhar Abbas et al. · 0 citations

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