A graphical method for detection of Flash Crowds in traffic

Marat Zhanikeev, Yoshiaki Tanaka

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Majority of traffic analysis tools today are based on NetFlow technology including its more recent successor, IPFIX protocol. Even with the flexibility of IPFIX in mind, processing traffic in realtime is still difficult. Given the urgent need for lightweight methods in the area, this paper is crossing inter-disciplinary borders to find a solution. Specifically, this paper looks into a possibility of applying video compression to 2D visualization of traffic in search for anomalies. The proposed method is applied to detection of Flash Crowds in traffic and is found successful when compared to other methods.

Original languageEnglish
Pages (from-to)91-105
Number of pages15
JournalTelecommunication Systems
Volume57
Issue number1
DOIs
Publication statusPublished - 2014 Sep

Keywords

  • Anomaly detection
  • Flash Crowd
  • Traffic analysis
  • Video compression

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Fingerprint Dive into the research topics of 'A graphical method for detection of Flash Crowds in traffic'. Together they form a unique fingerprint.

  • Cite this