Yolov5 vehicle detection model in fog based on channel attention enhancement

L Haoran, X Li, Z Yin, F Xiangyuan - Journal of Physics …, 2023 - iopscience.iop.org
… this paper has better detection effect and better performance on the foggy weather dataset.
… corresponding improvement method is used in the network mode. As can be seen from the …

Channel-separation-based Network for Object Detection under Foggy Conditions

X Liang, T Lai, S Luo, Z Li, S Sun - 2023 IEEE 18th Conference …, 2023 - ieeexplore.ieee.org
… In this study, a channel-separation-based detection network is proposed to preserve latent
… -training mode ensured that our model could adapt to both normal and foggy conditions to …

Edge-guided dynamic feature fusion network for object detection under foggy conditions

W He, J Guo, Y Wang, S Zheng - Signal, Image and Video Processing, 2023 - Springer
… , making it challenging to solve object detection tasks. Most methods solve the domain shift
… {document} AP gains over the ATSS baseline on RTTS and Foggy Cityscapes, respectively. …

Automatic nighttime sea fog detection using GOES-16 imagery

M Amani, S Mahdavi, T Bullock, S Beale - Atmospheric Research, 2020 - Elsevier
… infrared, and ten infrared channels. The satellite has two main scan modes: full disk and
Continental … Although the main purpose of this study was selecting foggy pixels and assigning a …

Reconfigurable Intelligent Surface Assisted Full-Duplex Relay Hybrid FSO/RF Systems Over Atmospheric Turbulence with Foggy Impairments

KO Odeyemi, PA Owolawi, OO Olakanmi - Progress in Electromagnetics …, 2023 - jpier.org
… identical channel conditions, heterodyne detection performs … hybrid FSO/RF network, but
the relay mode was based on … Also, the foggy condition was not considered as channel im…

Road obstacle detection in bad weather based on deep learning

S Jiao, L Wang - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
… , the convenience of travel mode will lead to traffic congestion, … of foggy scenes and the
nonblack pixel constraint of non-foggy … , aiming at the global dark channel prior theory and image …

[PDF][PDF] Comparative Analysis of Image Defogging with its Techniques and Types

DS Kushwah, RN Sharma - IJSRD-International Journal for Scientific …, 2015 - academia.edu
… to the suitable dispensation mode. Recently, significant … outdoor images, for most foggy
images, we discover that the … In this paper a method of the camera based detection of fog …

Scene-Adaptive Real-Time Fast Dehazing and Detection in Driving Environment

N Lyu, J Zhao, P Liu, L Li, Y He, T Su… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… or empirical mode decomposition, Homomorphic filtering [8]… [39] focused on the study of
detection accuracy in foggy … values of the dark channel in the three channels, we discuss the …

DMRVisNet: Deep multihead regression network for pixel-wise visibility estimation under foggy weather

J You, S Jia, X Pei, D Yao - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
… Therefore, precisely estimating the visibility under foggy … precise early warning system for
foggy weather, thereby better … FACI, containing 3,000 foggy images in different concentrations…

IDOD-YOLOV7: Image-dehazing YOLOV7 for object detection in low-light foggy traffic environments

Y Qiu, Y Lu, Y Wang, H Jiang - Sensors, 2023 - mdpi.com
… [17] used a dark channel priori assuming that the presence of the color channel has low
values … is greatly improved by using this defogging + detection mode. Among them, MSCNN + …