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FAN: A Frequency-Adaptive network for tiny object detection in complex backgrounds

delete2026-07-04
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PRE
AI
Y
Yanxia Lyu *
C
Chenyu Jin
S
Sihan Liu
G
Guangwen Dong
X
Xin Song
DOI:10.1016/j.imavis.2026.106100delete
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摘要

摘要

En 中文
• 复杂背景下解决微小目标检测的挑战。 • FAPNet将频域精炼特征与空间多尺度上下文相结合。 • ADFM通过自适应频域响应选择精炼微小目标特征。 • 在多个基准测试上以低成本实现最先进的结果。

期刊

Image and Vision Computing 封面图
Image and Vision Computing
IF:
4.2
论文数:
4.1K
被引数:
6.7K

机构

N
Northeastern University
学者数:
2.5W
论文数: 1.6W
被引数: 3.0W
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