Apr 30, 2024 · We propose a diffusion-based continuous feature representation network (DCFR-Net), comprising two crucial branches: diffusion-based continuous HR feature ...

Abstract— Infrared small-dim target detection (ISDTD) plays a pivotal role in missions involving rescue, surveillance, and early warning systems.

description: SIRST is a dataset specially constructed for single-frame infrared small target detection, in which the images are selected from hundreds of ...

Diffusion-based continuous feature representation for infrared small-dim target detection. L Fan, Y Wang, G Hu, F Li, Y Dong, H Zheng, C Lin, Y Huang, X Ding.

Jul 17, 2025 · DCFR (Fan et al., 2024) uses a diffusion-based feature representation network to precisely capture small and low-contrast targets with the help ...

We propose in this paper an infrared small target detection method using coordinate attention and feature fusion, named CAFF-Net.

Apr 24, 2024 · This paper proposes an efficient infrared small target detection method. First, this paper incorporates BlurPool in the feature extraction part.

In this paper, we propose a thermodynamics-inspired multi-feature network (TMNet) for the IRSTD task, which extracts richer and more essential semantic ...

Feb 5, 2025 · In this paper, we propose a dual-layer omnidirectional target enhancement (DODTE) module to address the issue of low contrast.

Dec 8, 2020 · In this work, we will focus on the detection of infrared small targets under a low local signal-to-clutter ratio (SCR) in a single-frame image.