Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution Modeling

1 code implementation • 13 Mar 2024 • Haoqing Li, Jinfu Yang, Yifei Xu, Runshi Wang

Infrared Small Target Detection (IRSTD) aims to segment small targets from infrared clutter background.

Noise Estimation

Click on Mask: A Labor-efficient Annotation Framework with Level Set for Infrared Small Target Detection

1 code implementation • 19 Oct 2023 • Haoqing Li, Jinfu Yang, Yifei Xu, Runshi Wang

Due to the small size of infrared targets, manual annotation consumes more resources and restricts the development of this field.

ILNet: Low-level Matters for Salient Infrared Small Target Detection

1 code implementation • 24 Sep 2023 • Haoqing Li, Jinfu Yang, Runshi Wang, Yifei Xu

Due to the dearth of high-level semantic information, small infrared target features are weakened in the deep layers of the CNN, which underachieves the CNN's representation ability.

Ensemble Learning