Fog Environment

Fog significantly impacts vision-based systems, hindering applications like autonomous driving and scene understanding. Current research focuses on mitigating fog's effects through improved image processing techniques, such as adaptive filtering and neural network-based methods (including NeRFs) to enhance visibility and restore clarity in images and videos. Furthermore, researchers are exploring predictive modeling of fog's impact on data transmission and management in fog computing environments, aiming for efficient data replication strategies. These advancements are crucial for improving the reliability and performance of various technologies in challenging weather conditions.