BriefGPT.xyz
Mar, 2024
基于未知客体得分的道路障碍物检测
Road Obstacle Detection based on Unknown Objectness Scores
HTML
PDF
Chihiro Noguchi, Toshiaki Ohgushi, Masao Yamanaka
TL;DR
通过将物体检测方法与像素级异常检测方法相结合,实现了对未知物体的稳定性检测,并通过整合物体性分数和未知物体性分数提出了一种新的异常分数,称为未知物体性分数。当应用于公开可用的数据集时,定量评估结果表明该方法优于现有方法。
Abstract
The detection of
unknown traffic obstacles
is vital to ensure safe autonomous driving. The standard
object-detection methods
cannot identify unknown objects that are not included under predefined categories. This
→