Transferring enhanced material knowledge via image quality enhancement and feature distillation for pavement condition identification

Abstract In the context of rapid advancements in autonomous driving technology, ensuring passengers’ safety and comfort has become a priority. Obstacle or road detection systems, especially accurate pavement condition identification in unfavorable weather or time circumstances, play a crucial role i...

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Bibliographic Details
Main Authors: Zejiu Wu, Yuxing Zou, Boyang Liu, Zhijie Li, Donghong Ji, Hongbin Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-98484-0
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