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Author

Jing Wang

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Preprint Sep 2026

DGNet: Dual-knowledge Guided Network for Infrared Small Target Detection

InfRared Small Target Detection (IRSTD) is a prominent and challenging task in computer vision. In recent years, text-guided methods have significantly improved detection performance. However, they still suffer from two key limitations. First, a single text description simultaneously modeling both background and target...

Chenglong Yu, Ming-Zhu Xu, Jing Wang et al. · 0 citations
#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 tar...

Tong-Tong Wang, Ming-Zhu 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. · 0 citations

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