Abnormal Events Detection Based on Trajectory Clustering

2016 ◽  
Author(s):  
Najla Bouarada Ghrab ◽  
Emna Fendri ◽  
Mohamed Hammami
Keyword(s):  
Trajectory Clustering ◽  
Events Detection ◽  
Abnormal Events

scholarly journals Histogram of Maximal Optical Flow Projection for Abnormal Events Detection in Crowded Scenes

2015 ◽  
Vol 11 (11) ◽  
pp. 406941 ◽  
Author(s):  
Ang Li ◽  
Zhenjiang Miao ◽  
Yigang Cen ◽  
Tian Wang ◽  
Viacheslav Voronin
Keyword(s):  
Optical Flow ◽  
Events Detection ◽  
Crowded Scenes ◽  
Abnormal Events

Abnormal Events Detection in Traffic Data

2013 ◽  
Vol 779-780 ◽  
pp. 525-529
Author(s):  
Xiao Bing Hu
Keyword(s):  
Intelligent Transportation System ◽  
Traffic Data ◽  
Real World Data ◽  
The Road ◽  
Remote Sensors ◽  
Time Series Mining ◽  
On The Road ◽  
Events Detection ◽  
Detecting Method ◽  
Abnormal Events

Detecting abnormal events such as crash is a practical problem that is important to Intelligent Transportation System. By taking advantage of the data recorded by the remote sensors which are deployed along the road, we can perform data mining techniques to see whether there are abnormal events happening on the road. This paper aims at proposing an abnormal-events-detecting method based on the traffic data, which first utilizes outlier detection to generate a fuzzy result set from source data, and then through the time series mining techniques to filter that to obtain an accurate experimental one. Experiment with real-world data shows that our method works satisfactorily in detecting abnormalities such crash, stall and hazard on the road.

scholarly journals Abnormal events detection based on RP and inception network using distributed optical fiber perimeter system

2021 ◽  
Vol 137 ◽  
pp. 106377
Author(s):  
Chengang Lyu ◽  
Jianying Jiang ◽  
Baihua Li ◽  
Ziqiang Huo ◽  
Jiachen Yang
Keyword(s):  
Optical Fiber ◽  
Events Detection ◽  
Distributed Optical Fiber ◽  
Abnormal Events

Unsupervised kernel learning for abnormal events detection

2014 ◽  
Vol 31 (3) ◽  
pp. 245-255 ◽  
Author(s):  
Weiya Ren ◽  
Guohui Li ◽  
Boliang Sun ◽  
Kuihua Huang
Keyword(s):  
Kernel Learning ◽  
Events Detection ◽  
Abnormal Events

An online support vector machine for abnormal events detection

2006 ◽  
Vol 86 (8) ◽  
pp. 2009-2025 ◽  
Author(s):  
Manuel Davy ◽  
Frédéric Desobry ◽  
Arthur Gretton ◽  
Christian Doncarli
Keyword(s):  
Support Vector Machine ◽  
Support Vector ◽  
Online Support ◽  
Events Detection ◽  
Abnormal Events
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