The impacts of air quality and secondary organic aerosols formation on traffic accidents in heavy fog–haze weather

CW Liang, CC Chang, JJ Liang - Heliyon, 2023 - cell.com
This study estimated changes in the levels of three components of regional haze, namely
fine particulate matter (PM 2.5), relative humidity (RH), and secondary organic aerosols …

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
Scene perception is essential for driving decision-making and traffic safety. However, fog, as
a kind of common weather, frequently appears in the real world, especially in mountain …

Fire smoke dispersion inside and outside of a warehouse building in moderate and strong wind conditions

W Węgrzyński, G Krajewski, G Kimbar, T Lipecki - Fire safety journal, 2023 - Elsevier
Abstract A moderate-sized (8 MW) fire was modelled in a warehouse located in an urban
area with diverse architecture, in wind conditions. The investigation includes the effects of …

DeSmoke-LAP: improved unpaired image-to-image translation for desmoking in laparoscopic surgery

Y Pan, S Bano, F Vasconcelos, H Park… - International Journal of …, 2022 - Springer
Purpose Robotic-assisted laparoscopic surgery has become the trend in medicine thanks to
its convenience and lower risk of infection against traditional open surgery. However, the …

A transfer learning method for meteorological visibility estimation based on feature fusion method

J Li, WL Lo, H Fu, HSH Chung - Applied Sciences, 2021 - mdpi.com
Featured Application The method in this paper aims to select effective subregions, reduce
the amount of calculation and maintain the accuracy of visibility estimation. Abstract …

Long-term trends in fog occurrence in the Czech Republic, Central Europe

I Hůnová, M Brabec, M Malý, A Valeriánová - Science of the Total …, 2020 - Elsevier
Fog is a very important and complex atmospheric phenomenon of the utmost importance for
the environment and for human society. For practical reasons, fog occurrence is observed …

[HTML][HTML] A method of visibility detection based on the transfer learning

Q Li, S Tang, X Peng, Q Ma - Journal of Atmospheric and …, 2019 - journals.ametsoc.org
Atmospheric visibility is an important element of meteorological observation. With existing
methods, defining image features that reflect visibility accurately and comprehensively is …

Prediction and analysis of atmospheric visibility in five terrain types with artificial intelligence

CW Liang, CC Chang, CY Hsiao, CJ Liang - Heliyon, 2023 - cell.com
Scattering visiometers are widely used to measure atmospheric visibility; however, visibility
is difficult to measure accurately because the extinction coefficient decays exponentially with …

Perception simplex: Verifiable collision avoidance in autonomous vehicles amidst obstacle detection faults

A Bansal, H Kim, S Yu, B Li… - Software Testing …, 2024 - Wiley Online Library
Advances in deep learning have revolutionized cyber‐physical applications, including the
development of autonomous vehicles. However, real‐world collisions involving autonomous …

Experimental evaluation of pso based transfer learning method for meteorological visibility estimation

WL Lo, HSH Chung, H Fu - Atmosphere, 2021 - mdpi.com
Estimation of Meteorological visibility from image characteristics is a challenging problem in
the research of meteorological parameters estimation. Meteorological visibility can be used …