Skip to main navigation Skip to search Skip to main content

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

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
Country/TerritoryTaiwan
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

Fingerprint

Dive into the research topics of 'Real-time non-motor vehicle violation detection in traffic scenes'. Together they form a unique fingerprint.

Cite this