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Face Indexing for Social Analysis

Research Project

Project/Area Number 24500136
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionNational Institute of Informatics

Principal Investigator

LE DINH DUY  国立情報学研究所, コンテンツ科学研究系, 准教授 (80450170)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords顔照合 / 顔インデキシング / 映像マイニング / 映像インデキシング / 社会分析 / クラスタリング / face matching / face indexing / video mining / video indexing / social analysis / face annotation / clustering method / face detection / face retrieval
Outline of Final Research Achievements

We have developed advanced techniques for face indexing in large video archives with the target application being social analysis. As a result, we have improved performance of face detection, matching, and identification by taking the benefits from a long-term observation of large multi-channel video archives. We have developed a scalable technique for face retrieval and identification from large datasets of hundreds of millions of faces.
We have applied these techniques to the video archive of more than 100,000 hours of video programs broadcast on 7 channels in the Tokyo area. Then we have demonstrated an application for social analysis based on frequent appearance of politicians and celebrities.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (12 results)

All 2015 2014 2013 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (6 results) (of which Invited: 2 results) Remarks (3 results)

  • [Journal Article] Scalable Face Track Retrieval in Video Archives using Bag-of-Faces Sparse Representation2014

    • Author(s)
      Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Winston H. Hsu
    • Journal Title

      IEEE Trans. on Circuits and Systems for Video Technology

      Volume: 8 Pages: 1-9

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Video Browser Showdown: A Live Evaluation of Interactive Video Search Tools2013

    • Author(s)
      Klaus Schoeffmann, David Ahlstrom, Werner Bailer, Claudiu Cobarzan, Frank Hopfgartner, Kevin McGuinness, Cathal Gurrin, Christian Frisson, Duy-Dinh Le, Manfred Del Fabro, Hongliang Bai
    • Journal Title

      International Journal of Multimedia Information Retrieval

      Volume: 12 Pages: 1-15

    • DOI

      10.1007/s13735-013-0050-8

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Face Retrieval in Large-scale News Video Datasets2013

    • Author(s)
      Thanh Duc Ngo, Hung Thanh Vu, Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: 8 Pages: 11-20

    • NAID

      130003370963

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] AttRel: An Approach To Person Re-Identification By Exploiting Attribute Relationships2015

    • Author(s)
      Ngoc-Bao Nguyen, Vu-Hoang Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong
    • Organizer
      International Conference on Multimedia Modeling
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2015-01-05 – 2015-01-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] NII-UIT: A Tool for Known Item Search by Sequential Pattern Filtering2014

    • Author(s)
      Thanh Duc Ngo,Vu Hoang Nguyen,Vu Lam,Sang Phan,Duy-Dinh Le,Duc Anh Duong,Shin'ichi Satoh
    • Organizer
      International Conference on MultiMedia Modeling (MMM 2014)
    • Place of Presentation
      Dublin, Ireland
    • Related Report
      2013 Research-status Report
  • [Presentation] Person Re-Identification using Deformable Part Models2013

    • Author(s)
      Vu Hoang Nguyen, Kien Nguyen, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh
    • Organizer
      International Conference on Neural Information Processing (ICONIP 2013)
    • Place of Presentation
      Daegu, South Korea
    • Related Report
      2013 Research-status Report
  • [Presentation] Re-Ranking For Person Re-Identification2013

    • Author(s)
      Vu-Hoang Nguyen, Thanh Duc Ngo, Kien Nguyen, Khang M. T. T Nguyen, Duy-Dinh Le, Duc Anh Duong
    • Organizer
      International Conference of Soft Computing and Pattern Recognition (SOCPAR 2013)
    • Place of Presentation
      Hanoi, Vietnam
    • Related Report
      2013 Research-status Report
  • [Presentation] Robust Eye Localization in Video By Combining Eye Detector and Eye Tracker

    • Author(s)
      Chi Nhan Duong, Pham Dinh Thang Cap, Thanh Duc Ngo, Duy-Dinh Le, Hoai Bac Le, Duc Anh Duong, Shin'ichi Satoh
    • Organizer
      Proc. International Conference on Pattern Recognition (ICPR 2012)
    • Place of Presentation
      つくば国際会議場, 茨城県
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Auto Face Re-Ranking By Mining the Web and Video Archives

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Organizer
      Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2012)
    • Place of Presentation
      Providence, Rhode Island, USA
    • Related Report
      2012 Research-status Report
    • Invited
  • [Remarks] NII-KAORI Person Search Demo

    • URL

      http://www.satoh-lab.nii.ac.jp/~stylix/face/

    • Related Report
      2013 Research-status Report
  • [Remarks] NII-KAORI Person Search Demo

    • URL

      http://satoh-lab.ex.nii.ac.jp/users/ledduy/Demo-MMWeb/

    • Related Report
      2012 Research-status Report
  • [Remarks] NII Face Track Datasets

    • URL

      http://satoh-lab.ex.nii.ac.jp/users/ndthanh/NIIFacetrackDatasets/

    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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