Vehicle Detection by Using Adaboost Classifier and Tracking Information

Adaboost classifier with Haar features is well known scheme to detect vehicles from camera image rapidly and accurately. However, misdetection sometimes occurs because this scheme doesn’t take time sequential information about the vehicle position into consideration. So, the authors introduce a weight function which reflect the vehicle position and size at the past time and use it in the vehicle detection process at the current time. The authors will show experimental results by applying our method to vehicle detection from some infrared images.

Language

  • English

Media Info

  • Media Type: CD-ROM
  • Features: Figures; Photos; References;
  • Pagination: 3p
  • Monograph Title: ITS Connections: Saving Time. Saving Lives

Subject/Index Terms

Filing Info

  • Accession Number: 01146204
  • Record Type: Publication
  • Files: TRIS
  • Created Date: Dec 1 2009 12:31PM