Multiple Adverse Weather Conditions Adaptation for Object Detection via Causal Intervention

Most state-of-the-art object detection methods have achieved impressive perfomrace on several public benchmarks, which are trained with high definition images. However, existing detectors are often sensitive to the visual variations and out-of-distribution data due to the domain gap caused by variou...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 3 vom: 01. März, Seite 1742-1756
Auteur principal: Zhang, Hua (Auteur)
Autres auteurs: Xiao, Liqiang, Cao, Xiaochun, Foroosh, Hassan
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article