实验结果表明,将这些方法直接应用于AI-TOD会产生次优的目标检测结果,因此需要设计新的微小目标检测检测器。因此,我们提出了一种基于多中心点的学习网络(M-CenterNet)来提高微小目标检测的定位性能,实验结果表明,该性能显著提高。 论文的贡献 我们介绍了AI-TOD,一个用于航空图像中微小物体检测的数据集。此外,我们还通过...
object detection; lightweight; efficient; depth-wise separable convolution; UAV; YOLO1. Introduction With the advancements in unmanned aerial vehicles (UAVs) and object detection technology, UAV object detection has emerged as an essential component in numerous domains, such as agriculture [1], ...
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