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Feb, 2024
自主驾驶中角点检测的多模态增强目标性学习器
Multimodal-Enhanced Objectness Learner for Corner Case Detection in Autonomous Driving
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Lixing Xiao, Ruixiao Shi, Xiaoyang Tang, Yi Zhou
TL;DR
在自动驾驶中,当前的物体检测方法在开放环境下的角点案例检测方面表现不佳,本研究提出了一种多模态增强的物体概念学习器解决方案,通过减少已知类别和未知类别之间的差异,实现了对新颖类别的高召回率的检测效果。
Abstract
Previous works on
object detection
have achieved high accuracy in closed-set scenarios, but their performance in
open-world scenarios
is not satisfactory. One of the challenging open-world problems is
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