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Drawing Assistance for Creating Animation via Video Database

Research Project

Project/Area Number 16H07411
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Perceptual information processing
Research InstitutionNational Institute of Informatics

Principal Investigator

Matsui Yusuke  国立情報学研究所, コンテンツ科学研究系, 特任研究員 (80780676)

Project Period (FY) 2016-08-26 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords近似最近傍探索 / 画像検索 / コンピュータアニメーション / 描画支援 / 映像検索
Outline of Final Research Achievements

We conducted a research on assisting contents-creation via image search with approximate nearest neighbor search. For a theoretical contribution, we proposed a data structure with product-quantization codes (PQ codes) and hash tables. For an application, we achieved an image retrieval for kotenseki images. We wrote a comprehensive survey paper about PQ with Prof. Jegou who developed the original PQ algorithm.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • Research Products

    (12 results)

All 2018 2017 Other

All Int'l Joint Research (1 results) Journal Article (3 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 3 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (3 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results) Remarks (5 results)

  • [Int'l Joint Research] Facebook AI Research(France)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] PQTable: Non-exhaustive Fast Search for Product-quantized Codes using Hash Tables2018

    • Author(s)
      Yusuke Matsui, Toshihiko Yamasaki, and Kiyoharu Aizawa
    • Journal Title

      IEEE Transactions on Multimedia

      Volume: 99 Issue: 7 Pages: 1809-1822

    • DOI

      10.1109/tmm.2017.2774009

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] [Invited Paper] A Survey of Product Quantization2018

    • Author(s)
      Yusuke Matsui, Yusuke Uchida, Herve Jegou and Shin'ichi Satoh
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: 6 Issue: 1 Pages: 2-10

    • DOI

      10.3169/mta.6.2

    • NAID

      130006301776

    • ISSN
      2186-7364
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Sketch-based Manga Retrieval using Manga109 Dataset2017

    • Author(s)
      Yusuke Matsui, Kota Ito, Yuji Aramaki, Azuma Fujimoto, Toru Ogawa, Toshihiko Yamasaki, and Kiyoharu Aizawa
    • Journal Title

      Multimedia Tools and Applications

      Volume: - Issue: 20 Pages: 21811-21838

    • DOI

      10.1007/s11042-016-4020-z

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Deep Image Retrieval Applied on Kotenseki Ancient Japanese Literature2017

    • Author(s)
      Chairath Sirirattanapol, Yusuke Matsui, Shin'ichi Satoh, Kuninori Matsuda, and Kazuaki Yamamoto
    • Organizer
      IEEE International Workshop on Machine Learning and Computing for Visual Semantic Analysis (MLCSA)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 古典籍に対する画像検索2017

    • Author(s)
      松井勇佑, 佐藤真一, 松田訓典, 山本和明
    • Organizer
      画像の認識・理解シンポジウム (MIRU)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 1時間で画像検索エンジンを作る2017

    • Author(s)
      松井勇佑
    • Organizer
      コンピュータグラフィックスとビジュアル情報学研究会
    • Place of Presentation
      東京
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Remarks] Kotenseki Image Search

    • URL

      http://yusukematsui.me/project/kotenseki/kotenseki.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] A Survey of Product Quantization

    • URL

      http://yusukematsui.me/project/survey_pq/survey_pq.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] PQk-means

    • URL

      http://yusukematsui.me/project/pqkmeans/pqkmeans.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] Sketch-based Manga Retrieval

    • URL

      http://yusukematsui.me/project/sketc2manga/sketch2manga.html

    • Related Report
      2016 Annual Research Report
  • [Remarks] Writing an Image Search Engine from Scratch

    • URL

      http://yusukematsui.me/project/sis/sis.html

    • Related Report
      2016 Annual Research Report

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Published: 2016-09-02   Modified: 2019-03-29  

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