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---
license: apache-2.0
---
Official checkpoint for **DGNet: Dual-Knowledge Guided Network for Infrared Small Target Detection**, accepted by **ACM Multimedia 2026**.

DGNet is a framework for **Infrared Small Target Detection (IRSTD)**. It improves target detection by leveraging **dual-knowledge guidance** to enhance discriminative target representations, suppress complex background interference, and achieve more accurate segmentation of dim and small infrared targets.

Links:

📄Paper:[Paper-MM26-DGNet](https://arxiv.org/abs/2609.00666)
🚀Code: [Code-MM26-DGNet](https://github.com/iLearn-Lab/MM26-DGNet)