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Development of a new image retrieval system using vision key obtained from image segmentation

Research Project

Project/Area Number 25330133
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Multimedia database
Research InstitutionUniversity of Miyazaki (2015-2016)
Osaka City University (2013-2014)

Principal Investigator

Pyke Tin  宮崎大学, 国際連携センター, 客員教授 (70536961)

Co-Investigator(Kenkyū-buntansha) 濱 裕光  大阪市立大学, 大学院工学研究科, 名誉教授 (20047377)
ThiThi Zin (THITHI Zin)  宮崎大学, 工学部, 教授 (30536959)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsビジョンキー / 類似度測度 / リランキング / 画像クラスタリング / 複数特徴画像セグメンテイション / マルコフ定常状態 / 類似画像検索 / 画像セグメンテイション / マルコフ遷移 / 再帰的ランキング / マルコフ遷移確率
Outline of Final Research Achievements

In this research, we have introduced a new concept called “vision key” which is obtained from image segmentation in CBIR (Contents Based Image Retrieval), and developed a new method to present it as a query to the database when retrieving related information. We have also developed a flexible similar image retrieval system that can grasp the user's intention depending on TPO (Time, Place and Occasion) and present the retrieval results according to the request, and confirmed the effectiveness through computer experiments.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (42 results)

All 2017 2016 2015 2014 2013

All Journal Article (17 results) (of which Peer Reviewed: 16 results,  Acknowledgement Compliant: 6 results) Presentation (20 results) (of which Int'l Joint Research: 6 results) Book (1 results) Patent(Industrial Property Rights) (4 results)

  • [Journal Article] Deep Learning Model for Integration of Clustering with Ranking in Social Networks2016

    • Author(s)
      Thi Thi Zin, Pyke Tin and H. Hama
    • Journal Title

      Advances in Intelligent Systems and Computing, Springer

      Volume: Vol.536 Pages: 247-256

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Markov Chain based Query Classification for User Intent Image Search Engines2016

    • Author(s)
      Thi Thi Zin, Pyke Tin and H. Hama
    • Journal Title

      ICIC Express Letters, Part B

      Volume: Vol. 10(9) Pages: 2129-2134

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Based Approach for Key Frame Extraction on Large Video Sequences2016

    • Author(s)
      Mie Mie Tin, Nyein Nyein Myo, Mie Mie Khin and Thi Thi Zin
    • Journal Title

      ICIC express letters. Part B

      Volume: Vol. 7(12) Pages: 2713-2717

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A matrix-geometric method for web page ranking systems2015

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu, H. Hama
    • Journal Title

      Journal of Information Hiding and Multimedia Signal Processing

      Volume: 6 Pages: 639-647

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] A novel research topic ranking system in academic networks2015

    • Author(s)
      Thi Thi Zin, Pyke Tin, H. Hama
    • Journal Title

      Genetic and Evolutionary Computing: Advances in Intelligent Systems and Computing 387, Springer

      Volume: Volume I Pages: 361-368

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Matrix-Geometric Method for Web Page Ranking Systems2015

    • Author(s)
      Thi Thi Zin, Pyke Tin, H. Hama, T. Toriu
    • Journal Title

      Journal of Information Hiding and Multimedia Signal Processing (Accepted)

      Volume: 印刷中

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Triplet Markov Chain Model for Loitering Behavior Detection2015

    • Author(s)
      Thi Thi Zin, Pyke Tin,H. Hama,T. Toriu
    • Journal Title

      ICIC International, ICIC Express Letters (Part B: Applications)

      Volume: 6 Pages: 613-618

    • NAID

      40020355459

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Novel Hybrid Approach to Image Ranking System2015

    • Author(s)
      Pyke Tin, Thi Thi Zin, T. Toriu, H. Hama
    • Journal Title

      ICIC International, ICIC Express Letters (Part B: Applications)

      Volume: 6 Pages: 743-748

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Data-Driven Key Information Search System in Big Data Analytics2014

    • Author(s)
      Pyke Tin, Thi Thi Zin, H. Hama, T. Toriu
    • Journal Title

      ICIC Express Letters (Part B: Applications): An International Journal of Research and Surveys

      Volume: 5 Pages: 365-370

    • NAID

      40019968742

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Correlated Random Walk First Passage Time Distance for Data Clustering with Medical Applications2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu, H. Hama
    • Journal Title

      ICIC Express Letters (Part B: Applications): An International Journal of Research and Surveys

      Volume: 5 Pages: 577-582

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Novel Method for Contact-Free Measurement of Dolphin’s Body Size Using a 3D Bezier Curve2014

    • Author(s)
      H.Hama, T. Morisaka, Thi Thi Zin, Y. Hashimoto, R. Matsui
    • Journal Title

      ICIC Express Letters (Part B: Applications): An International Journal of Research and Survey

      Volume: 5 Pages: 583-587

    • NAID

      40019969118

    • Related Report
      2014 Research-status Report
  • [Journal Article] A Correlated Random Walk First Passage Time Distance for Data Clustering with Medical Applications2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu and H. Hama
    • Journal Title

      ICIC Express Letters, Part B: Applications (An International Journal of Research and Surveys)

      Volume: 5(2) Pages: 577-582

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Data-Driven Key Information Search System in Big Data Analytics2014

    • Author(s)
      Pyke Tin, Thi Thi Zin, H. Hama and T. Toriu
    • Journal Title

      ICIC Express Letters, Part B: Applications (An International Journal of Research and Surveys)

      Volume: 5(2) Pages: 365-370

    • NAID

      40019968742

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Similar Image Retrieval System Reflecting User Intention Using Shape Descriptors2013

    • Author(s)
      T. Iwanaga, Thi Thi Zin, H. Hama, T. Toriu and Pyke Tin
    • Journal Title

      ICIC Express Letters: An Intl. Journal of Research and Surveys

      Volume: 7 (4) Pages: 1425-1430

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Series of Action Recognition using HMM and Probability Representation based on Binned Features Set2013

    • Author(s)
      M. Sugimoto, Thi Thi Zin, T. Toriu and Pyke Tin
    • Journal Title

      ICIC Express Letters: An Intl. Journal of Research and Surveys

      Volume: 7 (4) Pages: 1419-1424

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Two Dimensional Correlated Random Walk Model for Visual Tracking2013

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu and H. Hama
    • Journal Title

      ICIC Express Letters: An Intl. Journal of Research and Surveys

      Volume: 7 (5) Pages: 1501-1506

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Stochastic Petri Net Framework for Human Behavior Analysis in Surveillance Video2013

    • Author(s)
      Pyke Tin, Thi Thi Zin, T. Toriu and H. Hama
    • Journal Title

      ICIC Express Letters: An Intl. Journal of Research and Surveys

      Volume: 7 (5) Pages: 1675-1680

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] An effective method for detecting snatch thieves in video surveillance2017

    • Author(s)
      H. Tsushita and Thi Thi Zin
    • Organizer
      Proc. of The 2017 International Conference on Artificial Life and Robotics (ICAROB 2017)
    • Place of Presentation
      宮崎市、宮崎県、日本
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reliability and Availability Measures for Internet of Things Consumer World Perspectives2016

    • Author(s)
      Thi Thi Zin, H. Hama and Pyke Tin
    • Organizer
      Proc. of The 5th 2016 IEEE Global Conf. on Consumer Electronics (GCCE2016), pp. 367-368, 2016, 査読有(謝辞あり)、GCCE2016:京都市、京都府、日本、10/11-14
    • Place of Presentation
      京都市、京都府、日本
    • Year and Date
      2016-10-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Shape Descriptor for Binary Image Retrieval2016

    • Author(s)
      Moe Zet Pwint, Thi Thi Zin, M. Yokota and Mie Mie Tin
    • Organizer
      Proc. of The 5th 2016 IEEE Global Conf. on Consumer Electronics (GCCE2016)
    • Place of Presentation
      京都市、京都府、日本
    • Year and Date
      2016-10-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] User-Intent Visual Information Ranking System2016

    • Author(s)
      Swe Nwe Nwe Htun, Thi Thi Zin, M. Yokota and Khin Mo Mo Tun
    • Organizer
      Proc. of The 5th 2016 IEEE Global Conf. on Consumer Electronics (GCCE2016)
    • Place of Presentation
      京都市、京都府、日本
    • Year and Date
      2016-10-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Action Recognition System with the Microsoft Kinect V2 Using a Hidden Markov Model2016

    • Author(s)
      Masato Fujino, Thi Thi Zin
    • Organizer
      Proceedings of The 3rd International Conference on Computing Measurement Control and Sensor Network
    • Place of Presentation
      Matsue, Japan
    • Year and Date
      2016-05-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 画像処理による不審者検知に関する研究2016

    • Author(s)
      石川 達也、Thi Thi Zin
    • Organizer
      016年度電子情報通信学会九州支部学生会講演会・講演論文集
    • Place of Presentation
      宮崎市、宮崎県、日本
    • Related Report
      2016 Annual Research Report
  • [Presentation] A novel method for product brand ranking2015

    • Author(s)
      Thi Thi Zin, Pyke Tin, H. Hama
    • Organizer
      Proceedings of The 4th IEEE Global Conf. on Consumer Electronics (GCCE 2015)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2015-10-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] コンテンツベース検索のための画像類似度を用いたランキング結果の改善に関する研究2015

    • Author(s)
      児嶋賢也、椎屋和久、Thi Thi Zin
    • Organizer
      電気・情報関係学会九州支部連合大会講演論文集(CD-ROM)
    • Place of Presentation
      福岡大学(福岡県・福岡市)
    • Year and Date
      2015-09-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 2者間における人の暴力検出のフレームワーク構築2015

    • Author(s)
      黒羽子 純平、ティティズイン
    • Organizer
      電子情報通信学会ISSポスターセッション
    • Place of Presentation
      滋賀県、草津市、立命館大学
    • Year and Date
      2015-03-10
    • Related Report
      2014 Research-status Report
  • [Presentation] Image Smoothing Using a Metric Tensor for an Affine Invariant Scale Space2014

    • Author(s)
      T. Toriu, Thi Thi Zin, H. Hama
    • Organizer
      Proc. of 4th International Conference on Image Processing Theory, Tools and Applications (IPTA 2014),
    • Place of Presentation
      Paris, France
    • Year and Date
      2014-10-14 – 2014-10-17
    • Related Report
      2014 Research-status Report
  • [Presentation] An Embedded Knowledge Extraction Technology for Consumer Video Surveillance2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu, H. Hama
    • Organizer
      Proc. of the 3rd IEEE Global Conference on Consumer Electronics (GCCE 2014),
    • Place of Presentation
      千葉県、千葉市、幕張メッセ国際会議場
    • Year and Date
      2014-10-07 – 2014-10-10
    • Related Report
      2014 Research-status Report
  • [Presentation] A Human Behavior Analyzer Framework for Consumer Product Search Engines2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu, H. Hama
    • Organizer
      Proc. of the 3rd IEEE Global Conference on Consumer Electronics (GCCE 2014),
    • Place of Presentation
      千葉県、千葉市、幕張メッセ国際会議場
    • Year and Date
      2014-10-07 – 2014-10-10
    • Related Report
      2014 Research-status Report
  • [Presentation] A new incremental principal component analysis with a forgetting factor for background estimation2014

    • Author(s)
      T. Toriu, Thi Thi Zin, H. Hama
    • Organizer
      SPIE Proceedings: Electro-Optical and Infrared Systems: Technology and Applications XI
    • Place of Presentation
      Amsterdam, Netherlands
    • Year and Date
      2014-09-22 – 2014-09-25
    • Related Report
      2014 Research-status Report
  • [Presentation] A New Background Subtraction Method using Bivariate Poisson Process2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu, and H. Hama
    • Organizer
      Proc. of 10th Intl. Conf. on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2014)
    • Place of Presentation
      福岡県、北九州市、リーガロイヤルホテル国際会議場
    • Year and Date
      2014-08-27 – 2014-08-29
    • Related Report
      2014 Research-status Report
  • [Presentation] A Cluster Based Ranking Framework for Multi-Typed Information Networks2014

    • Author(s)
      Pyke Tin, Thi Thi Zin, T. Toriu, H. Hama
    • Organizer
      Proc. of 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2014), (Kita-Kyusyu, Japan)
    • Place of Presentation
      福岡県、北九州市、リーガロイヤルホテル国際会議場
    • Year and Date
      2014-08-27 – 2014-08-29
    • Related Report
      2014 Research-status Report
  • [Presentation] An integrated framework for detecting suspicious behaviors in video surveillance2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, H. Hama and T. Toriu
    • Organizer
      Proc. SPIE 9026, Video Surveillance and Transportation Imaging Applications 2014
    • Place of Presentation
      San Francisco, California, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] A Markov chain model for image ranking system in social networks2014

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu and H. Hama
    • Organizer
      IS&T/SPIE Electronic Imaging
    • Place of Presentation
      San Francisco, California, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] A Big Data Application Framework for Consumer Behavior Analysis2013

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu, and H. Hama
    • Organizer
      Proc. of the 2nd IEEE Global Conference on Consumer Electronics (GCCE 2013)
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] A Stochastic Model for Measuring Popularity and Reliability in Social Network Systems2013

    • Author(s)
      Thi Thi Zin, Pyke Tin, T. Toriu and H. Hama
    • Organizer
      Proc. of IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013)
    • Place of Presentation
      Manchester, UK
    • Related Report
      2013 Research-status Report
  • [Presentation] An Integrated Framework for Disaster Event Analysis in Big Data Environments2013

    • Author(s)
      Pyke Tin, Thi Thi Zin, T. Toriu, and H. Hama
    • Organizer
      Proc. of the 9th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2013)
    • Place of Presentation
      Beijing, China
    • Related Report
      2013 Research-status Report
  • [Book] A New Look into Web Page Ranking Systems2015

    • Author(s)
      Thi Thi Zin, Pyke Tin, H. Hama and T. Toriu
    • Publisher
      Springer, Genetic and Evolutionary Computing: Advances in Intelligent Systems and Computing
    • Related Report
      2014 Research-status Report
  • [Patent(Industrial Property Rights)] 背景抽出装置、主成分分析装置及び主成分分析プログラム2014

    • Inventor(s)
      鳥生隆、濱裕光、ティティズイン
    • Industrial Property Rights Holder
      大阪市立大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-056631
    • Filing Date
      2014-03-19
    • Related Report
      2013 Research-status Report
  • [Patent(Industrial Property Rights)] 画像処理装置、画像処理プログラム及び画像処理方法2014

    • Inventor(s)
      鳥生隆、濱裕光、ティティズイン
    • Industrial Property Rights Holder
      大阪市立大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-057428
    • Filing Date
      2014-03-20
    • Related Report
      2013 Research-status Report
  • [Patent(Industrial Property Rights)] データ解析装置、データ解析プログラム及びデータ解析方法2014

    • Inventor(s)
      パイティン、ティティズイン、鳥生隆、濱裕光
    • Industrial Property Rights Holder
      大阪市立大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-064612
    • Filing Date
      2014-03-26
    • Related Report
      2013 Research-status Report
  • [Patent(Industrial Property Rights)] 三次元復元装置、プログラム及び方法2013

    • Inventor(s)
      ティティズイン、濱裕光、森阪匡通
    • Industrial Property Rights Holder
      大阪市立大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2013-186260
    • Filing Date
      2013-09-09
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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