A feature fusion method to improve the driving obstacle detection under foggy weather

Y He, Z Liu - IEEE Transactions on Transportation Electrification, 2021 - ieeexplore.ieee.org
channel prior and oriented filtering, which can reduce the impact of the foggy environment
and detect … images, it can be seen from Table 1 that the two training modes have significant …

Deep learning assisted InAs/InP quantum-dash laser structured light modes detection under foggy channel

AM Ragheb, M Masood, W Saif, N Iqbal… - Optics …, 2024 - Elsevier
… SIL-QDL based LG and MuxLG modes transmission over a foggy channel. (b) Single facet
… In this work, the transmitted signal is subject to a foggy channel. Such a channel will cause …

Empirical wavelet transform‐based fog removal via dark channel prior

M Sarkar, PR Sarkar, U Mondal… - IET Image Processing, 2020 - Wiley Online Library
… and surveillance system, object detection. Different defogging … modes, we may take necessary
actions on each mode to … -math-0006 is the dark channel of the foggy image. If we put urn:x…

Improved Vehicle Detection Using Weather Classification and Faster R-CNN with Dark Channel Prior

E Tian, J Kim - Electronics, 2023 - mdpi.com
… accuracy of vehicle detection using the Faster R-CNN model in adverse weather conditions,
specifically, foggy conditions. In order to improve the performance of detection, we classified …

Foggy image–sharpening method with multi-channel polarization information system

R Li, Q Chu, K Zhao, J Piao - Advances in Mechanical …, 2019 - journals.sagepub.com
… is the single-channel distribution mode. In … -channel imaging method shows some advantages
in real-time acquisition and reliability due to the differences in design of detection channel

Sea-surface object detection scheme for USV under foggy environment

T Zhang, X Liu, Y Lib, M Zhang - Indian Journal of Geo-Marine …, 2022 - op.niscpr.res.in
… the propagation and mapping mode of dehaze medium into the … Neural Network) to detect
objects in foggy weather. This … method based on dark channel prior is improved to 29.2 % after …

Estimating the visibility in foggy weather based on meteorological and video data: A Recurrent Neural Network approach

J Chen, M Yan, MRH Qureshi, K Geng - IET Signal Processing, 2023 - Wiley Online Library
… In foggy weather conditions, the existing methods of vehicle detection lack of robustness [1], …
vehicles also need to adopt different driving modes according to different visibility to improve …

Development of fog detection algorithm using GK2A/AMI and ground data

JH Han, MS Suh, HY Yu, NY Roh - Remote Sensing, 2020 - mdpi.com
detection techniques using the satellite data. As satellites have different channels available
for day and night, fog detection … , including the output of numerical forecast mode. For this, the …

Real-time fast fog removal approach for assisting drivers during dense fog on hilly roads

G Mandal, P De, D Bhattacharya - Journal of Ambient Intelligence and …, 2021 - Springer
foggyfoggy input frame taken in real-time and also from the “Foggy Cityscapes” dataset.
Figure 9b–f displays the result of the dark channel prior (He et al. 2011), improved dark channel

Orbital angular momentum based scattering characteristics for foggy atmosphere

M Arfan, M Asif, HM Alkhoori - Optical and Quantum Electronics, 2024 - Springer
… by fog towards ICT channels disturbs the human routine … the OAM mode number in propagating
through foggy atmosphere. … This work will be helpful to detect atmospheric aerosols and …