Detection-Friendly Dehazing : Object Detection in Real-World Hazy Scenes

Adverse weather conditions in real-world scenarios lead to performance degradation of deep learning-based detection models. A well-known method is to use image restoration methods to enhance degraded images before object detection. However, how to build a positive correlation between these two tasks...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 09. Juli, Seite 8284-8295
1. Verfasser: Li, Chengyang (VerfasserIn)
Weitere Verfasser: Zhou, Heng, Liu, Yang, Yang, Caidong, Xie, Yongqiang, Li, Zhongbo, Zhu, Liping
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article