scholarly journals Freeway Traffic Incident Detection from Cameras: A Semi-Supervised Learning Approach

2018 ◽  
Author(s):  
Pranamesh Chakraborty ◽  
Anuj Sharma ◽  
Chinmay Hegde
Keyword(s):  
Supervised Learning ◽  
Incident Detection ◽  
Learning Approach ◽  
Freeway Traffic ◽  
Traffic Incident

Research of Influence Factors on Freeway Incident Detection

2015 ◽  
Vol 724 ◽  
pp. 343-346
Author(s):  
Zhi Yong Yang ◽  
Gui Yun Yan
Keyword(s):  
Traffic Flow ◽  
Traffic Simulation ◽  
Influence Factors ◽  
Simulation Software ◽  
Incident Detection ◽  
Traffic Data ◽  
Simulation Data ◽  
Freeway Traffic ◽  
Traffic Incident ◽  
Occupation Rate

This paper analyzes the kinds of freeway traffic incident and influences on traffic flow of recurring traffic incident and non-recurring traffic incident. It is full of interest and very useful. By using the traffic simulation software TSIS(Traffic Software Integration Systems) to obtain correlation traffic data which is needed when researching, then study and analyzes how to choose traffic parameters which are mainly traffic low speed, occupancy and lane occupancy of traffic incident detection. After analyzing the simulation data, we can find that it is more reasonable that choosing the vehicle lane occupation rate as detection parameter of traffic incident.

A Supervised Learning Approach for Dynamic Sampling (SLADS) in Raman Hyperspectral Imaging

2018 ◽  
Vol 2018 (15) ◽  
pp. 132-1-1323
Author(s):  
Shijie Zhang ◽  
Zhengtian Song ◽  
G. M. Dilshan P. Godaliyadda ◽  
Dong Hye Ye ◽  
Atanu Sengupta ◽  
...  
Keyword(s):  
Supervised Learning ◽  
Hyperspectral Imaging ◽  
Learning Approach ◽  
Dynamic Sampling

Traffic incident detection system based on video image processing

2008 ◽  
Vol 28 (7) ◽  
pp. 1886-1889 ◽  
Author(s):  
Qin WANG ◽  
Shan HUANG ◽  
Hong-bin ZHANG ◽  
Quan YANG ◽  
Jian-jun ZHANG
Keyword(s):  
Image Processing ◽  
Detection System ◽  
Video Image ◽  
Incident Detection ◽  
Traffic Incident ◽  
Video Image Processing
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