Author

Jing Wang

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#artificial intelligence Preprint Sep 2026

ADGNet: Asymmetric Dual-text Guided Network for Infrared Small Target Detection

This work proposes a novel Asymmetric Dual-text Guided Network (ADGNet), comprising an image-agnostic abstract target prompt and an image-specific detailed background prompt, and introduces an Asymmetric Dual-Branch Interaction module to separately guide visual features with their respective text priors, protecting targets from noise while suppressing background clutter.

Tong-Tong Wang, Mingzhu Xu, Chenglong Yu et al. · 0 citations

Open access Aug 2026

Enhancing low-light images through HVI color space with spatial-frequency domain integration

SFH-Net is proposed, an horizontal-vertical-intensity (HVI)-guided luminance-chrominance collaborative enhancement framework that achieves a better trade-off among reconstruction accuracy, structural fidelity, and parameter compactness.

Zhanqiang Huo, Hui-Jie Zhang, Yingxu Qiao et al. · Engineering Research Express · 0 citations