吉林大学学报(工学版) ›› 2009, Vol. 39 ›› Issue (增刊2): 158-0162.

• paper • Previous Articles     Next Articles

Traffic event representation and recognition based on context

HU Hong-yu, LI Zhi-hui, QU Zhao-wei, WANG Dian-hai   

  1. College of Transportation, Jilin University, Changchun, 130022
  • Received:2009-03-04 Online:2009-09-30 Published:2009-09-30
  • Contact: WANG Dian-hai E-mail:wangdianhai@sohu.com

Abstract:

A novel method is proposed to study representation and recognition of traffic event based on context in this paper. Firstly, foreground moving objects and their motion parameters are extracted by video detection and tracking; and then context is divided into three classes: spatial context, temporal context and object context by the surroundings traffic event occurred in. From these work, the concept of event cell is developed by the integration of moving objects properties and contextual information. Basic event and complex event are represented according to the execution scheduling of event cells. The event recognition method is presented at last. Based on video surveillance of real scenes, the method is validated that it can be well applied to recognize traffic event automated, and it could become an efficient technique support for the management and control of intelligent transportation.

Key words: intelligence transportation, video surveillance, traffic event, context

CLC Number: 

  • U121
[1] OUYANG Dan-tong, FAN Qi. Clause-level context-aware open information extraction [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1563-1570.
[2] LI Zhi-hui, XIA Ying-ji, QU Zhao-wei, REN Jing-chen. Data-driven background model in video surveillance [J]. 吉林大学学报(工学版), 2017, 47(4): 1286-1294.
[3] TANG Rui-chun, FENG Xiao, DING Xiang-qian, XU Hui-min. Contest-based content adaptation algorithm and its application in UPnP AV [J]. 吉林大学学报(工学版), 2014, 44(5): 1441-1446.
[4] CHEN Da-wei, LIU Hai-long, LI Jin-ping. FPGA implementation of real-time detection system of moving objects in complicated static background [J]. 吉林大学学报(工学版), 2013, 43(增刊1): 287-290.
[5] LIU Yan-heng, ZHOU Peng, WANG Jian, DENG Jun-yi. Context-aware adaptive middleware in vehicular network [J]. 吉林大学学报(工学版), 2013, 43(02): 410-416.
[6] YIN Chong-yong, YIN Shou-yi, WEI Shao-jun. Optimization of configuration contexts generated for reconfigurable media processor [J]. , 2012, 42(04): 1059-1065.
[7] ZHAO Jian,LIU Lei,DING Lei. Knowledge model and its properties based on formal concept [J]. 吉林大学学报(工学版), 2011, 41(03): 745-749.
[8] ZHANG Yong, GUAN Wei. Combined dynamic modeling to forecast traffic volume time series [J]. 吉林大学学报(工学版), 2010, 40(05): 1209-1214.
[9] WANG Dian-hai, HU Hong-yu, LI Zhi-hui, QU Zhao-wei. Detection and recognition algorithm of illegal parking [J]. 吉林大学学报(工学版), 2010, 40(01): 42-0046.
[10] YU Zhe-zhou,LI Jiang-chun,ZHOU Xu,YANG Bin,YANG Li,HUANG Lan. Feedback model for object detection based on video stream [J]. 吉林大学学报(工学版), 2009, 39(增刊2): 401-0405.
[11] QU Zhao-wei, LI Zhi-hui, HU Hong-yu, GUO Wei-wei, WEI Wei. Traffic conflict automatic discrimination at non-signalized intersection based on video processing [J]. 吉林大学学报(工学版), 2009, 39(增刊2): 163-0167.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!