Forecasting different types of convective weather: A deep learning approach

K Zhou, Y Zheng, B Li, W Dong, X Zhang - Journal of Meteorological …, 2019 - Springer
… A deep learning objective forecasting solution for severe convective weather (SCW) including
short-… These ingredients can provide a clear idea of weather conditions for forecasters/…

Deep learning-based weather image recognition

LW Kang, KL Chou, RH Fu - 2018 International Symposium on …, 2018 - ieeexplore.ieee.org
… That is, our main goal is to automatically online determine the weather condition for an
input image captured by any sensor equipped with deweathering functionalities, and correctly …

Deep learning-based weather prediction: a survey

X Ren, X Li, K Ren, J Song, Z Xu, K Deng, X Wang - Big Data Research, 2021 - Elsevier
… in severe weather conditions such as heavy rain, heavy fog, etc. Accurate and timely weather
… This paper surveys the application of deep learning in weather forecasting from different …

Estimating meteorological visibility range under foggy weather conditions: A deep learning approach

H Chaabani, N Werghi, F Kamoun, B Taha… - Procedia Computer …, 2018 - Elsevier
… foggy weather conditions which is based on a deep learning … the application of deep
learning approaches to estimate … Section 3 presents our proposed deep learning approach for …

[HTML][HTML] Detection in adverse weather conditions for autonomous vehicles via deep learning

QA Al-Haija, M Gharaibeh, A Odeh - Ai, 2022 - mdpi.com
… to provide weather detection in six types of weather conditions (cloudy, … deep learning
framework for weather detection that characterizes the performance of three known efficient deep

[HTML][HTML] Deep learning-based effective fine-grained weather forecasting model

P Hewage, M Trovati, E Pereira, A Behera - Pattern Analysis and …, 2021 - Springer
… prediction (NWP) models require considerable computer power to solve complex mathematical
equations to obtain a forecast based on current weather conditions. In this article, we …

[HTML][HTML] Deep learning-based object detection and scene perception under bad weather conditions

T Sharma, B Debaque, N Duclos, A Chehri, B Kinder… - Electronics, 2022 - mdpi.com
… for two different weather conditions (with rain and without rain). Overall, the contributions
of this work can be listed as follows: Discussion on the various deep learning-based object …

[HTML][HTML] Deep learning method for recognition and classification of images from video recorders in difficult weather conditions

A Osipov, E Pleshakova, S Gataullin, S Korchagin… - Sustainability, 2022 - mdpi.com
… methods for detecting objects in poor visibility conditions for video recorders. The … deep
learning to be promising [47]. We hypothesize that polarimetry combined with deep learning

[HTML][HTML] A real-time vehicle detection system under various bad weather conditions based on a deep learning model without retraining

XZ Chen, CM Chang, CW Yu, YL Chen - Sensors, 2020 - mdpi.com
… bad weather conditions without the cost of completely retraining the deep learning models for
different weather conditions, … that is integrated with multiple deep learning techniques. The …

Short‐Term Traffic Flow Prediction with Weather Conditions: Based on Deep Learning Algorithms and Data Fusion

Y Hou, Z Deng, H Cui - Complexity, 2021 - Wiley Online Library
… of traffic flow and weather conditions: considering the … on deep learning, we use SAE to
learn the temporal correlation in traffic flow, RBF to learn the periodic evolution under weather