Distant vehicle recognition method using frame-merging based on multi resolution analysis

Toshio Ito, Yusuke Kanzawa, Takenao Ohkawa

研究成果: Paper査読

抄録

Many researchers have proposed methods of recognizing front vehicles by onboard cameras. However, with these recognition methods, it is difficult to detect features of a distant vehicle from an image by conventional methods because the image is too low-resolution (LR). This paper presents a vehicle image recognition method for detecting features of a distant vehicle by frame-merging based on multi resolution analysis (MRA). To detect vehicle features in an LR image, image sequences obtained from the camera are used, and super-resolution image reconstruction and MRA are applied. The effectiveness of the proposed method is shown through experiments in real road images.

本文言語English
出版ステータスPublished - 2009
外部発表はい
イベント16th World Congress on Intelligent Transport Systems and Services, ITS 2009 - Stockholm, Sweden
継続期間: 2009 9 212009 9 25

Other

Other16th World Congress on Intelligent Transport Systems and Services, ITS 2009
国/地域Sweden
CityStockholm
Period09/9/2109/9/25

ASJC Scopus subject areas

  • 機械工学
  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • 電子工学および電気工学
  • 人工知能
  • 輸送
  • 自動車工学
  • 制御およびシステム工学

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