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Object Detection Network Architecture and its Interpretability Study for Visually Degraded Scenes

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/object-detection-network-architecture-and-its-interpretability-study-visually-degraded-0
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We used synthetic datasets generated from the PASCAL VOC 2007 dataset, covering three typical adverse weather scenarios: foggy (VOC-FOG), rainy (VOC-Rain), and snowy (VOC-Snow) conditions. Additionally, to validate the model's real-world generalization and effectiveness, we also conducted tests on two public real-world datasets: the Foggy Driving Dataset (FDD) and RTTS.
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