Papers Foggy Scene Segmentation

“Foggy Scene Segmentation” 태그가 달린 논문 3편 · 필터 해제

Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance

2024-02-28 · Association for the Advancement of Artificial Intelligence (AAAI) 2024 2 · Qi Bi, ShaoDi You, Theo Gevers

Learning scene semantics that can be well generalized to foggy conditions is important for safety-crucial applications such as autonomous driving. Existing methods need both annotated clear images and foggy images to tr…

Autonomous Driving Domain Adaptation Domain Generalization Foggy Scene Segmentation+3

FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation

2022-04-04 · CVPR 2022 1 · Sohyun Lee, Taeyoung Son, Suha Kwak

Robust visual recognition under adverse weather conditions is of great importance in real-world applications. In this context, we propose a new method for learning semantic segmentation models robust against fog. Its key…

Domain Adaptation Foggy Scene Segmentation Scene Segmentation Segmentation+2

FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images

2022-01-07 · Javed Iqbal, Rehan Hafiz, Mohsen Ali

This paper presents FogAdapt, a novel approach for domain adaptation of semantic segmentation for dense foggy scenes. Although significant research has been directed to reduce the domain shift in semantic segmentation, a…

Domain Adaptation Foggy Scene Segmentation Open-Ended Question Answering Segmentation+1