Real-time non-motor vehicle violation detection in traffic scenes

Jingye Wang, Zhihua Chen, Ping Li, Bin Sheng, Ruoxi Chen

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

2 Citations (Scopus)

Abstract

The blockchain technology in the traffic scene is developing rapidly recently. In this area, distributed system based technology like blockchain has been standing out with its decentralization, data-innovation and data transparency. We propose a real-time non-motor vehicle violation detecting approach, which can detect and collect violation information of non-motor vehicle and has been integrated into the distributed smart traffic management system. We propose a luminance balancing in the pre-processing steps to address the problem of brightness change in the background. We use the refined codebook algorithm to detect the motion part, and then propose a violation judging criteria based on feature matching to obtain the violation information. Experiments and application have shown the effectiveness and efficiency of our approach.

Original languageEnglish
Title of host publicationProceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages724-728
Number of pages5
ISBN (Electronic)9781538685006
DOIs
Publication statusPublished - May 2019
Externally publishedYes
Event2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019 - Taipei, Taiwan
Duration: 6 May 20199 May 2019

Publication series

NameProceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019

Conference

Conference2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019
CountryTaiwan
CityTaipei
Period6/05/199/05/19

Keywords

  • distributed system
  • image block matching.
  • motion detection
  • violation detection

ASJC Scopus subject areas

  • Hardware and Architecture
  • Industrial and Manufacturing Engineering
  • Information Systems and Management
  • Computer Networks and Communications
  • Safety, Risk, Reliability and Quality

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