Towards Robust Autonomous Driving: Out-of-Distribution Object Detection in Bird's Eye View Space

In autonomous driving, understanding the surroundings is crucial for safety. Since most object detection systems are designed to identify known objects, they may miss unknown or novel objects, which can be dangerous. This study addresses Out-Of-Distribution (OOD) detection for vehicle-like unknown o...

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Bibliographic Details
Main Authors: Muhammad Asad, Ihsan Ullah, Ganesh Sistu, Michael G. Madden
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Vehicular Technology
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Online Access:https://ieeexplore.ieee.org/document/11031213/
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