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Pose estimation of ground view camera by using aerialimages

Research Project

Project/Area Number 23700208
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionNara Institute of Science and Technology

Principal Investigator

SATO Tomokazu  奈良先端科学技術大学院大学, 情報科学研究科, 准教授 (50362835)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2012: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsコンピュータビジョン / カメラ位置・姿勢推定 / 空撮画像 / 拡張現実感 / 航空写真 / 景観シミュレーション
Research Abstract

We developed a new method for estimating a six-degrees-of-freedom camera pose for a ground-view image using reference points on an aerial image. Unlike typical PnP problems, altitude information is not available for the reference points in our case. The camera pose is estimated by minimizing a cost function defined as the sum of squared distances between observed 2D positions of reference points on a ground-view image and corresponding lines that are projections of 3D vertical lines passing through 2D reference points on an aerial image. The accuracy of the proposed method is evaluated quantitatively in both simulation and real environments. The availability of the proposed method is demonstrated by generating AR images from aerial and ground-view images downloaded from Google Map and Flickr.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (6 results)

All 2013 2012 2011 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (4 results)

  • [Journal Article] 6-DOF Camera Pose Estimation Using Reference Points on an Aerial Image without Altitude Information2013

    • Author(s)
      Taiki Sekii, Tomokazu Sato, Hideyuki Kume, and Naokazu Yokoya
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications, (in Press)

    • NAID

      120005867193

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 6-DOF Camera Pose Estimation Using Reference Points on an Aerial Image without Altitude Information2013

    • Author(s)
      Taiki Sekii
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications

      Volume: 6 Pages: 1-8

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 高度が未知の航空写真上の参照点を用いた地上撮影画像からのカメラ位置・姿勢推定2012

    • Author(s)
      関井 大気, 粂 秀行, 佐藤 智和, 横矢 直和
    • Organizer
      画像の認識・理解シンポジウム(MIRU)講演論文集
    • Related Report
      2012 Final Research Report
  • [Presentation] 航空写真を事前知識として用いた地上撮影画像からのカメラの位置・姿勢推定2012

    • Author(s)
      関井 大気, 粂 秀行, 佐藤 智和, 横矢 直和
    • Organizer
      情報処理学会 研究報告, CVIM180-6
    • Related Report
      2012 Final Research Report 2011 Research-status Report
  • [Presentation] 航空写真上の高度が未知のランドマークを用いたPnP問題の解決による地上カメラの位置・姿勢推定2011

    • Author(s)
      関井 大気, 粂 秀行, 佐藤 智和, 横矢 直和
    • Organizer
      電気関係学会関西支部連合大会講演論文集
    • Related Report
      2012 Final Research Report 2011 Research-status Report
  • [Presentation] 高度が未知の航空写真上の参照点を用いた地上撮影画像からのカメラ位置・姿勢推定

    • Author(s)
      関井 大気
    • Organizer
      画像の認識・理解シンポジウム(MIRU)講演論文集
    • Place of Presentation
      福岡県福岡市
    • Related Report
      2012 Annual Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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