Author

Dandan Huang

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Open access Sep 2026

FIRGAN: High-Fidelity Infrared–Visible Image Fusion for UAV Detection Tasks

Infrared–visible image fusion aims to generate informative representations for both visual perception and downstream vision tasks. However, existing methods often prioritize visual quality while overlooking task adaptability, optimization efficiency, and effective spatial-frequency representation learning. To address t...

Hui-Ji Wang, Dan-Dan Huang, Zhi Liu et al. · Photonics · 0 citations

Open access Aug 2026

EEMSAGAN: edge-enhanced multi-scale attention generative adversarial network for remote sensing image super-resolution

This paper develops a dual-path generator architecture: the standard path thoroughly extracts deep high-level features, while the auxiliary path preserves prior information and high-frequency details, and introduces a multi-scale feature extraction module to boost the model’s ability to capture features at various scal...

Long-Jie Wang, Dan-Dan Huang, N. Ruan et al. · Scientific Reports · 0 citations