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 …

On the performance of optical wireless links over random foggy channels

MA Esmail, H Fathallah, MS Alouini - IEEE Access, 2017 - ieeexplore.ieee.org
… The FSO system under study in this paper is assumed to use intensity modulation direct
detection (IM/DD) technique. We use OOK modulation because its simplicity of implementation. …

Snowfall detection in a foggy scene

H Kawarabuki, K Onoguchi - 2014 22nd International …, 2014 - ieeexplore.ieee.org
… to snow, this method did not have good results in a foggy scene … is necessary to detect a
snowfall effectively in a foggy scene … mode of the dark channel within the range of equation (11). …

A novel real-time highway visibility measurement system based on dark channel prior

J Ye, Y Jin, N Wang - Proceedings of the 2018 International Conference …, 2018 - dl.acm.org
… the human eye observation mode, and concluded that video detection method had practical
… , the dark channel prior cannot only be used to de-haze the fog in the foggy image [14], but …

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 …