BriefGPT.xyz
Dec, 2021
模型交互锚点修正实现航空图像鲁棒目标检测
Anchor Retouching via Model Interaction for Robust Object Detection in Aerial Images
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Dong Liang, Qixiang Geng, Zongqi Wei, Dmitry A. Vorontsov, Ekaterina L. Kim...
TL;DR
本文提出了一种基于动态增强锚点网络的物体检测方法,支持航拍场景下的小目标检测,采用交互式样本筛选和保守的基于锚点的推断方案,结合多任务联合训练,实现了高精度和低计算复杂度,并在DTAO和HRSC2016等数据集上取得了最优性能。
Abstract
object detection
has made tremendous strides in computer vision. Small
object detection
with appearance degradation is a prominent challenge, especially for
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