• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Learning-based camera pose estimation

Research Project

Project/Area Number 23700211
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionHiroshima University

Principal Investigator

TAMAKI Toru  広島大学, 工学(系)研究科(研究院), 准教授 (10333494)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsコンピュータビジョン / 姿勢推定 / 3次元シーン / カメラ姿勢 / 変化検出
Research Abstract

Pose estimation of a camera is estimating the location where the picture is taken and to which direction the camera is pointing to, and it has a variety of applications. In this project we have developed methods for camera pose estimation from images as well as 3D scenes reconstructed from images: one approach matches 2D information of images with 3D information of 3D scenes to estimate camera pose, and the other approach find alignments between known and current 3D scenes even when severe changes and nonrigid deformation are involved.

Report

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

    (44 results)

All 2014 2013 2012 2011 Other

All Journal Article (10 results) (of which Peer Reviewed: 7 results) Presentation (33 results) (of which Invited: 1 results) Remarks (1 results)

  • [Journal Article] 3D Keypoints Detection from a 3D Point Cloud for Real-Time Camera Tracking2013

    • Author(s)
      Baowei Lin, Toru Tamaki, Marcos Slomp, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: Vol.133, No.1 Pages: 84-90

    • URL

      https://www.jstage.jst.go.jp/article/ieejeiss/133/1/133_84/_article

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image Based Detection of 3D Scene Change2013

    • Author(s)
      Baowei Lin, Yuji Ueno, Kouhei Sakai, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: Vol.133, No.1 Pages: 103-110

    • URL

      https://www.jstage.jst.go.jp/article/ieejeiss/133/1/133_103/_article

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Semi-Rigid Registration of 3D points2013

    • Author(s)
      Baowei Lin, Kouhei Sakai, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Journal Title

      Journal of Signal and Information Processing

      Volume: Vol.4, No.3B Issue: 03 Pages: 25-29

    • DOI

      10.4236/jsip.2013.43b005

    • URL

      http://www.scirp.org/journal/PaperInformation.aspx?PaperID=38045#.U17qq16F6_o

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Development of a Client-Server System for 3D Scene Change Detection2013

    • Author(s)
      Haoming Wang, Baowei Lin, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Journal Title

      Journal of Software Engineering and Applications

      Volume: Vol.6, No.7B Issue: 07 Pages: 17-21

    • DOI

      10.4236/jsea.2013.67b004

    • URL

      http://www.scirp.org/journal/PaperInformation.aspx?PaperID=38430

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Quantitative identification of mucosal gastric cancer under magnifying endoscopy with flexible spectral imaging color enhancement2013

    • Author(s)
      R. Miyaki, S. Yoshida, S. Tanaka, Y. Kominami, Y. Sanomura, T. Matsuo, S. Oka, B. Raytchev, T. Tamaki, T. Koide, K. Kaneda, M. Yoshihara, K. Chayama
    • Journal Title

      Journal of Gastroenterology and Hepatology

      Volume: Vol. 28 Issue: 5 Pages: 841-847

    • DOI

      10.1111/jgh.12149

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Perceptually Inspired Afterimage Synthesis2013

    • Author(s)
      Michihiro Mikamo, Marcos Slomp Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda
    • Journal Title

      Computers & Graphics

      Volume: (掲載確定)(in press) Issue: 4 Pages: 247-255

    • DOI

      10.1016/j.cag.2013.02.008

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Rendering Method of Subsurface Scattering Using Interpolated Luminance Distributions2013

    • Author(s)
      Ayaka Furutsuki, Tomohisa Manabe, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda
    • Journal Title

      The Journal of the Institute of Image Electronics Engineers of Japan

      Volume: 42 Pages: 429-437

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Embedding class information into local invariant features by low-dimensional retinotopic mapping2013

    • Author(s)
      Bisser Raytchev, Yuta Kikutsugi, Toru Tamaki, Kazufumi Kaneda
    • Journal Title

      Machine Vision and Applications

      Volume: 24 Issue: 2 Pages: 407-418

    • DOI

      10.1007/s00138-012-0415-7

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using Local Features2013

    • Author(s)
      Toru Tamaki, Junki Yoshimuta, Misato Kawakami, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Yoshito Takemura, Keiichi Onji, Rie Miyaki, Shinji Tanaka
    • Journal Title

      Medical Image Analysis

      Volume: 17 Issue: 1 Pages: 78-100

    • DOI

      10.1016/j.media.2012.08.003

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 単位円特徴空間を用いた高速でコンパクトな三次元物体認識2011

    • Author(s)
      天野敏之, 木村将之, 玉木徹, 星田孝憲, 奥川裕之, 梅崎太造
    • Journal Title

      画像ラボ

      Volume: 22 Pages: 52-58

    • NAID

      110007880373

    • Related Report
      2011 Research-status Report
  • [Presentation] Scale invariant descriptor with border points of 3D point clouds2014

    • Author(s)
      Fangda Zhao, Baowei Lin, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      The 20th Korea-Japan Workshop on Frontiers of Computer Vision (FCV2014)
    • Place of Presentation
      Okinawa National College of Technology, Okinawa, Japan
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] Scale Invariant Point Feature for 3D Object Detection2013

    • Author(s)
      Fangda Zhao, Baowei Lin, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      平成25年度(第64回)電気・情報関連学会中国支部連合大会
    • Place of Presentation
      岡山大学, 岡山
    • Year and Date
      2013-10-19
    • Related Report
      2013 Final Research Report
  • [Presentation] Object Pose Estimation by Locally Linearly Embedded Regression2013

    • Author(s)
      Bisser Raytchev, Kazuya Terakado, Toru Tamaki, and Kazufumi Kaneda
    • Organizer
      Springer Lecture Notes in Computer Science LNCS 8228, Part III, 20th International Conference on Neural Information Processing (ICONIP 2013), pp.458-468
    • Place of Presentation
      EXCO, Daegu, Korea(DOI:10.1007/978-3-642-42051-1_57)
    • Related Report
      2013 Final Research Report
  • [Presentation] Scale ratio ICP for 3D point clouds with different scales2013

    • Author(s)
      Baowei Lin, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Organizer
      2013 IEEE International Conference on Image Processing (ICIP2013)
    • Place of Presentation
      Melbourne Convention and Exhibition Centre, Melbourne, Australia
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] Semi-Rigid Registration of 3D points2013

    • Author(s)
      Baowei Lin, Kouhei Sakai, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Organizer
      International Conference on Signal and Image Processing (CSIP 2013)
    • Place of Presentation
      Beijing Yanshan Hotel, Beijing, China
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] Development of a Client-Server System for 3D Scene Change Detection2013

    • Author(s)
      Haoming Wang, Baowei Lin, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Organizer
      The 5th International Conference on Computational Intelligence and Software Engineering (CiSE 2013)
    • Place of Presentation
      Beijing Yanshan Hotel, Beijing, China
    • Related Report
      2013 Final Research Report
  • [Presentation] 配置情報のエネルギー最小化に基づく3次元点群の位置合わせ2013

    • Author(s)
      境耕平, 林宝尉, 玉木徹, 金田和文, Bisser Raytchev, 一井康二
    • Organizer
      第19回画像センシングシンポジウム SSII2013
    • Place of Presentation
      パシフィコ横浜, 神奈川
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] Object Pose Estimation by Locally Linearly Embedded Regression2013

    • Author(s)
      B. Raytchev, K. Terakado, T. Tamaki, and K. Kaneda
    • Organizer
      20th International Conference on Neural Information Processing (ICONIP 2013)
    • Place of Presentation
      Daegu Exhibition & Convention Center, Daegu, Korea
    • Related Report
      2013 Annual Research Report
  • [Presentation] Semi-Rigid Registration of 3D points2013

    • Author(s)
      Baowei Lin, Kouhei Sakai, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Koji Ichii
    • Organizer
      The 5th International Conference on Computational Intelligence and Software Engineering (CiSE 2013)
    • Place of Presentation
      Beijing Yanshan Hotel, Beijing, China
    • Related Report
      2013 Annual Research Report
  • [Presentation] Scale Invariant Point Feature for 3D Object Detection2013

    • Author(s)
      Fangda Zhao, Baowei Lin, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      平成25年度(第64回)電気・情報関連学会中国支部連合大会
    • Place of Presentation
      岡山大学, 岡山
    • Related Report
      2013 Annual Research Report
  • [Presentation] Linear Discriminative Image Processing Operator Analysis2012

    • Author(s)
      Toru Tamaki, Bingzhi Yuan, Kengo Harada, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR2012), pp.2526-2532
    • Place of Presentation
      Providence Convention Center, Providence, Rhode Island, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimating the spin of a table tennis ball using inverse compositional image alignment2012

    • Author(s)
      Toru Tamaki, Haoming Wang, Bisser Raytchev, Kazufumi Kaneda, Yukihiko Ushiyama
    • Organizer
      Proc. of ICASSP 2012 ; 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing,pp.1457-1460
    • Place of Presentation
      Kyoto International Conference Center ,Kyoto, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] 3D Keypoint Detection by Embedding 2D Features for 3D-2D Matching2012

    • Author(s)
      Toru Tamaki, Yuji Ueno, Shunsuke Tanigawa, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      FCV2012, 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.62-65
    • Place of Presentation
      Kawasaki International Center,Kanagawa, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Camera Position Estimation for Detecting 3D Scene Change2012

    • Author(s)
      Yuji Ueno, Baowei Lin, Kouhei Sakai, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      FCV2012, 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.344-350
    • Place of Presentation
      Kawasaki International Center, Kanagawa, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] A method for measuring ball spin2012

    • Author(s)
      H. Wang, T. Tamaki, B. Raytchev, K. Kaneda, Y. Ushiyama
    • Organizer
      The 15th SANKEN International Symposium, pp.112-113
    • Place of Presentation
      Osaka University, Osaka, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Realtime detection of change in a 3D scene2012

    • Author(s)
      K. Sakai, Y. Ueno, L. Baowei, T. Tamaki, B. Raytchev, K. Kaneda
    • Organizer
      The 15th SANKEN International Symposium, pp.116-117
    • Place of Presentation
      Osaka University, Osaka, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Self-Training with Unlabeld Regions for NBI Image Recognition2012

    • Author(s)
      Takahishi Takeda, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Takio Kurita, Shigeto Yoshida, Yoshito Takemura, Keiichi Onji, Rie Miyaki, Shinji Tanaka
    • Organizer
      International Conference on Pattern Recognition
    • Place of Presentation
      Tsukuba, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Linear Discriminative Image Processing Operator Analysis2012

    • Author(s)
      Toru Tamaki, Bingzhi Yuan, Kengo Harada, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      IEEE Conference on Computer Vision and Pattern Recognition
    • Place of Presentation
      USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Face Sequence Recognition Using Grassmann Distances and Grassmann Kernels2012

    • Author(s)
      Ryosuke Shigenaka, Bisser Raytchev, Toru Tamaki and Kazufumi Kaneda
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Australia
    • Related Report
      2012 Research-status Report
  • [Presentation] 地盤構造物の防災・減災におけるSIFTを用いた画像解析技術の適用可能性2012

    • Author(s)
      角田光法, 一井康二, 玉木徹, 石田裕章, 小野淳子
    • Organizer
      防災・減災のための地盤構造物の設計・施工法に関するシンポジウム
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 2D&3Dレジストレーション2012

    • Author(s)
      玉木 徹, 林 昌希
    • Organizer
      第18回画像センシングシンポジウム
    • Place of Presentation
      横浜
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Real-time detection of change in a 3D scene2012

    • Author(s)
      K. Sakai, Y. Ueno, L. Baowei, T. Tamaki, B. Raytchev, K. Kaneda
    • Organizer
      The 15th SANKEN International Symposium
    • Place of Presentation
      Osaka University, Osaka, Japan
    • Related Report
      2011 Research-status Report
  • [Presentation] Inverse Composite Alignment of a sphere under orthogonal projection for ball spin estimation2011

    • Author(s)
      Tamaki Toru, Yukihiko Ushiyama, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      情報処理学会研究報告, コンピュータビジョンとイメージメディア, Vol.2011-CVIM-178, No.13, pp.1-5
    • Place of Presentation
      公立はこだて未来大学, 函館市, 北海道
    • Year and Date
      2011-08-29
    • Related Report
      2013 Final Research Report
  • [Presentation] 2D-3Dマッチングを用いた3次元点群の時間的な剛体変化検出2011

    • Author(s)
      植野祐司, 玉木徹, Bisser Raytchev, 金田和文
    • Organizer
      電子情報通信学会技術報告 パターン認識・メディア理解研究会 PRMU2011-43, Vol.111, No.76, pp.67-72
    • Place of Presentation
      慶應大学, 神奈川
    • Year and Date
      2011-05-30
    • Related Report
      2013 Final Research Report
  • [Presentation] POSE ESTIMATION BY LOCAL PROCRUSTES REGRESSION2011

    • Author(s)
      Bisser Raytchev, Kazuya, Toru Tamaki and Kazufumi Kaneda
    • Organizer
      Proc. of ICIP2011 ; The International Conference on Image Processing, pp.3646-3649
    • Place of Presentation
      the Square Brussels Meeting Center, Belguim
    • Related Report
      2013 Final Research Report
  • [Presentation] 3次元点群における変化のリアルタイム検出2011

    • Author(s)
      境耕平, 植野祐司, 林宝尉, 玉木徹, Bisser Raytchev, 金田和文
    • Organizer
      MIRU2011 画像の認識・理解シンポジウム論文集, pp.1697-1698
    • Place of Presentation
      金沢市文化ホール, 石川
    • Related Report
      2013 Final Research Report
  • [Presentation] Procrustes Analysisを用いた姿勢推定2011

    • Author(s)
      寺門和哉, Bisser Raytchev, 玉木徹, 金田和文
    • Organizer
      MIRU2011 画像の認識・理解シンポジウム論文集, pp.753-756
    • Place of Presentation
      金沢市文化ホール, 石川
    • Related Report
      2013 Final Research Report
  • [Presentation] POSE ESTIMATION BY LOCAL PROCRUSTES REGRESSION2011

    • Author(s)
      Bisser Raytchev, Kazuya Terakado, Toru Tamaki and Kazufumi Kaneda
    • Organizer
      ICIP2011 ; The International Conference on Image Processing
    • Place of Presentation
      the Square Brussels Meeting Center, Belguim
    • Related Report
      2011 Research-status Report
  • [Presentation] Procrustes Analysisを用いた姿勢推定2011

    • Author(s)
      寺門和哉, Bisser Raytchev, 玉木徹, 金田和文
    • Organizer
      MIRU2011 画像の認識・理解シンポジウム論文集
    • Place of Presentation
      金沢市文化ホール, 石川
    • Related Report
      2011 Research-status Report
  • [Presentation] 2D-3Dマッチングを用いた3次元点群の時間的な剛体変化検出2011

    • Author(s)
      植野祐司, 玉木徹, Bisser Raytchev, 金田和文
    • Organizer
      電子情報通信学会技術報告 パターン認識・メディア理解研究会
    • Place of Presentation
      慶應義塾大学, 神奈川
    • Related Report
      2011 Research-status Report
  • [Presentation] 3次元点群における変化のリアルタイム検出2011

    • Author(s)
      境耕平, 植野祐司, 林宝尉, 玉木徹, Bisser Raytchev, 金田和文
    • Organizer
      MIRU2011 画像の認識・理解シンポジウム論文集
    • Place of Presentation
      金沢市文化ホール, 石川
    • Related Report
      2011 Research-status Report
  • [Presentation] 3D Keypoint Detection by Embedding 2D Features for 3D-2D Matching

    • Author(s)
      Toru Tamaki, Yuji Ueno, Shunsuke Tanigawa, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      FCV2012, 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision
    • Place of Presentation
      Kawasaki International Center, Kanagawa, Japan
    • Related Report
      2011 Research-status Report
  • [Presentation] Camera Position Estimation for Detecting 3D Scene Change

    • Author(s)
      Yuji Ueno, Baowei Lin, Kouhei Sakai, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda
    • Organizer
      FCV2012, 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision
    • Place of Presentation
      Kawasaki International Center, Kanagawa, Japan
    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://home.hiroshima-u.ac.jp/tamaki/

    • Related Report
      2013 Final Research Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi