Estimating the effect of age-induced defocus on object detection performance of automotive cameras

Defocus in automotive cameras can be caused by aging or changing temperature, and is one of the major reasons for degradation of data captured by the camera. This work investigates the effect of defocus on safety-critical object detection by comparing various pre-trained object detection models, pri...

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Bibliographic Details
Main Authors: Amit Pandey, Stephan Kühn, Marcel Kettelgerdes, Bernhard Wunderle, Gordon Elger
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
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Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025020237
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