Semi-automatic annotation samples for vehicle type classification in urban environments

Z. Chen, T. J. Ellis

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)240-249
JournalIET Intelligent Transport Systems
Volume9
Issue number3
DOIs
Publication statusPublished - Apr 2015
Externally publishedYes

Keywords

  • closed circuit television
  • image classification
  • pattern clustering
  • road vehicles
  • support vector machines
  • traffic engineering computing
  • unsupervised learning
  • video cameras
  • semiautomatic annotation samples
  • vehicle type classification
  • urban environments
  • data collection
  • data annotation
  • classifier training
  • performance evaluation
  • roadside cctv video cameras
  • automatic image analysis
  • vehicle observation vector
  • unsupervised k-means clustering
  • iterative process
  • linear support vector machines classifier
  • annotated dataset
  • Computer science and informatics

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