Towards Autonomous Driving : Road Surface Signs Recognition using Neural Networks

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In recent years, the number of traffic accidents has rapidly increased for many reasons. However, the most common cause is the driver carelessness and inattentiveness to road signs. Therefore, the aim of this paper is to automatically recognize road surface markings and by availing the information to the driver, hope to reduce road accidents. In the proposed method, the captured image is transformed and edges information used to extract the target road area. The road marking candidate is then extracted and recognized using a neural network.

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詳細情報 詳細情報について

  • CRID
    1050004225300384384
  • NII論文ID
    120006883431
  • ISSN
    22780181
  • Web Site
    https://repo.lib.tokushima-u.ac.jp/115187
  • 本文言語コード
    en
  • 資料種別
    journal article
  • データソース種別
    • IRDB
    • CiNii Articles

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