[PDF][PDF] Low visibility weather recognition via SVM and decision tree in single image

G Xu, X Wang, L Shao, LJ Zhou… - Image and Signal …, 2016 - pdf.hanspub.org
The visibility in a region not only reflects the quality of the atmospheric environment, but also
has close relationship with people's life. In general, low visibility weather affects people's …

Method of weather recognition based on decision-tree-based SVM

LQFANYZ Jing, BAO LI - Journal of Computer Applications, 2011 - joca.cn
To improve the quality of video surveillance outdoors and to automatically acquire the
weather situations, a method to recognize weather situations in outdoor images is …

A Realtime Road Weather Recognition Method Using Support Vector Machine

M Seo, D Youk, S Park, J Jun, J Park - Journal of the Korean …, 2020 - koreascience.kr
In this paper, we propose a method to classify road weather conditions into rain, fog, and
sun using a SVM (Support Vector Machine) classifier after extracting weather features from …

A method of weather recognition based on outdoor images

Q Li, Y Kong, S Xia - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
To improve the quality of video surveillance in outdoor and automatic acquire of the weather
situations, a method to recognize weather phenomenon based on outdoor images is …

Weather condition recognition based on feature extraction and K-NN

H Song, Y Chen, Y Gao - … and Practical Applications of Cognitive Systems …, 2014 - Springer
Most of vision based transport parameter detection algorithms are designed to be executed
in good-natured weather conditions. However, limited visibility in rain or fog strongly …

Haze weather recognition based on multiple features and Random Forest

X Fan, Z Feng, X Yang, T Xu, J Tian… - … Conference on Security …, 2018 - ieeexplore.ieee.org
A single image based haze weather recognition is the fundamental operation of the
applications of outdoor computer vision. Currently, the recognition results are remains …

Weather recognition based on images captured by vision system in vehicle

X Yan, Y Luo, X Zheng - Advances in Neural Networks–ISNN 2009: 6th …, 2009 - Springer
Weather recognition is widely required in many areas, and it is also a challenging and brand-
new subject. This paper proposes an approach to recognize weather based on images …

Research on different illumination image classification method

WL Zhang, HL Li, ZZ Wang - 2017 2nd International Conference …, 2017 - atlantis-press.com
Aiming at the problem of video image captured by the monitoring system under the
conditions of haze, rain, snow and uneven illumination, a classification method of different …

A novel method for the recognition of air visibility level based on the optimal binary tree support vector machine

N Zheng, M Luo, X Zou, X Qiu, J Lu, J Han, S Wang… - Atmosphere, 2018 - mdpi.com
As the traditional methods for the recognition of air visibility level have the disadvantages of
high cost, complicated operation, and the need to set markers, this paper proposes a novel …

Weather Classification for Multi-class Weather Image Based on CNN

YC Hao, Y Zhu - … on Machine Learning and Intelligent Systems …, 2022 - ieeexplore.ieee.org
Multiple weather image classification is a very important topic in real life. Convolutional
Neural Network (CNN) is a feedforward neural network that excels in image processing, but …