BriefGPT.xyz
Jul, 2024
动态红外小目标检测的可变形特征对齐和优化
Deformable Feature Alignment and Refinement for Moving Infrared Dim-small Target Detection
HTML
PDF
Dengyan Luo, Yanping Xiang, Hu Wang, Luping Ji, Shuai Li...
TL;DR
本文提出一种基于可变形卷积的变形特征对齐与精化(DFAR)方法,通过显式地利用运动上下文在训练和推理阶段,使用时序可变形对齐模块和注意力引导的可变形特征融合模块,来提高在视频序列中包含大运动时的移动红外暗小目标检测性能。
Abstract
The detection of
moving infrared dim-small targets
has been a challenging and prevalent research topic. The current state-of-the-art methods are mainly based on
convlstm
to aggregate information from adjacent fra
→