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Developing a segmentation method based on automatic background estimation from a video images

Research Project

Project/Area Number 23700202
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionToyohashi University of Technology

Principal Investigator

SUGAYA yasuyuki  豊橋技術科学大学, 工学(系)研究科(研究院), 准教授 (00335580)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords領域分割 / 前景抽出 / 奥行き情報を考慮した前景抽出 / 国際情報交流
Research Abstract

In order to generate a background panoramic image from a video stream, we proposed a new method for detecting mistracking points from tracked feature points in the video stream. We already proposed a mistrackiong points detection method. In this method, we robustly fit an affine space to feature point trajectories, and detect mistracking points by computing the distance from the fitted affine space. We developed this method to be able to detect mistracking points even if multiple moving objects exist in a video stream. Moreover, in order to estimate bakground colors in the background panoramic image generation, we proposed a clastering method based on an EM algorithm. We also proposed a method for generating a trimap from the extracted initial foreground regoins.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (25 results)

All 2013 2012 2011

All Journal Article (3 results) (of which Peer Reviewed: 2 results) Presentation (22 results)

  • [Journal Article] Hyaccurate correction of maximum likelihood for geometric estimation2013

    • Author(s)
      K. Kanatani and Y. Sugaya
    • Journal Title

      IPSJ Tras. On Computer Vision Applications

      Volume: Vol.5 Pages: 19-29

    • Related Report
      2013 Final Research Report
  • [Journal Article] Hyperaccurate correction of maximum likelihood for geometric estimation2013

    • Author(s)
      K. Kanatani and Y. Sugaya
    • Journal Title

      IPSJ Transactions on Computer Vision Applications

      Volume: 5 Pages: 19-29

    • NAID

      130003366950

    • Related Report
      2013 Annual Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] HyperLS and its applications2011

    • Author(s)
      K. Kanatani, P. Rangarajan, Y. Sugaya and H. Niitsuma
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications

      Volume: 3 Pages: 80-94

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] High accuracy ellipse-specific fitting2013

    • Author(s)
      T. Masuzaki, Y. Sugaya, and K. Kanatani
    • Organizer
      6^<th> Pacific-Rim Symposium on Image and Video Technology (PSIVT2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] Initializing 3-D reconstruction from three views using three fundamental matrices2013

    • Author(s)
      Y. Kanazawa, Y. Sugaya, and K. Kanatani
    • Organizer
      Proc. of the Workshop on Geometric Computation for Computer Vision (GCCV 2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] Removing mistracking of multibody motion video database Hopkins1552013

    • Author(s)
      Y. Sugaya, Y. Matsushita and K. Kanatani
    • Organizer
      Proc. of the 24th British Machine Vision Conference (BMVC2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] High accuracy ellipse-specific fitting2013

    • Author(s)
      T. Masuzaki, Y. Sugaya and K. Kanatani
    • Organizer
      16th Meeting on Image Recognition and Understanding (MIRU2013), OS4-4
    • Related Report
      2013 Final Research Report
  • [Presentation] 精度の高い楕円限定当てはめ2013

    • Author(s)
      益崎智成,菅谷保之, 金谷健一
    • Organizer
      情報処理学会研究報告, 2013-CVIM-186-15, 2013.3.14-15, pp.1-8
    • Related Report
      2013 Final Research Report
  • [Presentation] High accuracy ellipse-specific fitting2013

    • Author(s)
      T. Masuzaki, Y. Sugaya and K. Kanatani
    • Organizer
      6th Pacific-Rim Symposium on Image and Video Technology (PSIVT 2013)
    • Place of Presentation
      Gaunajuato, Mexico
    • Related Report
      2013 Annual Research Report
  • [Presentation] Initializing 3-D reconstruction from three views using three fundamental matrices2013

    • Author(s)
      Y. Kanazawa, Y. Sugaya and K. Kanatani
    • Organizer
      Workshop on Geometric Computation for Computer Vision (GCCV 2013)
    • Place of Presentation
      Gaunajuato, Mexico
    • Related Report
      2013 Annual Research Report
  • [Presentation] Removing mistracking of multibody motion video database Hopkins1552013

    • Author(s)
      Y. Sugaya, Y. Matsushita and K. Kanatani
    • Organizer
      24th British Machine Vision Conference (BMVC'13)
    • Place of Presentation
      Bristol, U.K.
    • Related Report
      2013 Annual Research Report
  • [Presentation] High accuracy ellipse-specific fitting2013

    • Author(s)
      T. Masuzaki, Y. Sugaya and K. Kanatani
    • Organizer
      16th Meeting on Image Recognition and Understanding (MIRU2013)
    • Place of Presentation
      国立情報学研究所
    • Related Report
      2013 Annual Research Report
  • [Presentation] 複数運動ビデオデータベースHopkins155の誤追跡除去2013

    • Author(s)
      菅谷 保之, 松下 裕一, 金谷 健一
    • Organizer
      情報処理学会研究報告CVIM
    • Place of Presentation
      東京農工大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Optimizing a triangular mesh by separately dealing with incorrectness of two patches2012

    • Author(s)
      K. Murata and Y. Sugaya
    • Organizer
      International Conference on Pattern Recognition
    • Place of Presentation
      Tsukuba, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Renormalization Returns: Hyper-renormalization and Its Applications2012

    • Author(s)
      K. Kanatani, A. Al-Sharadqah, N. Chernov, and Y. Sugaya
    • Organizer
      European Conference on Computer Vision
    • Place of Presentation
      Firenze, Italy
    • Related Report
      2012 Research-status Report
  • [Presentation] 複数運動分離のための運動軌跡の平面当てはめによるアウトラ イア検出2012

    • Author(s)
      松下裕一,菅谷保之
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      福岡市
    • Related Report
      2012 Research-status Report
  • [Presentation] 二つの三角形のアフィン変換に基づく物体形状に適合した三角網の生成2012

    • Author(s)
      村田和洋,菅谷保之
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      福岡市
    • Related Report
      2012 Research-status Report
  • [Presentation] 三角形メッシュの形状を考慮した複数三角形メッシュの統合2012

    • Author(s)
      池内亮介,菅谷保之
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      福岡市
    • Related Report
      2012 Research-status Report
  • [Presentation] 幾何学的AICによるカメラ運動の推定に基づいた途切れた特徴点 軌跡推定の高精度化2012

    • Author(s)
      菅谷保之,河野孝佳
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      福岡市
    • Related Report
      2012 Research-status Report
  • [Presentation] 基礎行列と射影変換の計算精度の比較:最小二乗法から超精度くりこみ法まで2012

    • Author(s)
      菅谷 保之,金谷 健一
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      東工大
    • Related Report
      2011 Research-status Report
  • [Presentation] 超精度くりこみ法:複数拘束2012

    • Author(s)
      金谷 健一,アリ・アルシャラドカー,ニコライ・チェルノフ,菅谷 保之
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      東工大
    • Related Report
      2011 Research-status Report
  • [Presentation] 楕円当てはめの精度比較:最小二乗法から超精度くりこみ法まで2012

    • Author(s)
      横田 健太,村田 和洋,菅谷 保之,金谷 健一
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      大阪電通大
    • Related Report
      2011 Research-status Report
  • [Presentation] 超精度くりこみ法2012

    • Author(s)
      金谷 健一,アリ・アルシャラドカー,ニコライ・チェルノフ,菅谷 保之
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      大阪電通大
    • Related Report
      2011 Research-status Report
  • [Presentation] 複合現実感システムのためのテクスチャの局所特徴を用いたマー カー識別と方向推定2011

    • Author(s)
      谷藤誠, 菅谷保之
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      金沢市文化ホール
    • Related Report
      2011 Research-status Report
  • [Presentation] 部分形状の張合せによる3次元モデル生成のための三角形メッシュ の効率的な再構成手法2011

    • Author(s)
      山脇健,菅谷保之
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      金沢市文化ホール
    • Related Report
      2011 Research-status Report

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

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