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2010 Fiscal Year Final Research Report

Structuring Broadcast Video Archive based on Video Near-Duplicate Detection

Research Project

  • PDF
Project/Area Number 20300041
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionNational Institute of Informatics

Principal Investigator

SATOH Shin'ichi  National Institute of Informatics, コンテンツ科学研究系, 教授 (90249938)

Co-Investigator(Renkei-kenkyūsha) LE Duy-Dinh  国立情報学研究所, コンテンツ科学研究系, 助教 (80450170)
WU Xiaomeng  国立情報学研究所, コンテンツ科学研究系, 特任研究員 (20462179)
Project Period (FY) 2008 – 2010
Keywords同一映像断片照合 / 放送映像アーカイブ / 構造化 / 映象意味解析 / 映像セマンティックギャップ
Research Abstract

This project addressed a new technology for video semantic analysis and video archive structuring based on the analysis of semantic relation graph composed of video near-duplicate relation obtained from large-scale and diverse broadcast video archive, thus independent from standard image semantic analysis. In concrete,
(1) Implementation of near-duplicate detection applicable to large-scale broadcast video archive
(2) Classification of near-duplicate relation and extraction of semantic relation
(3) Graph structure representation composed of extracted semantic relation and its analysis
(4) Revealing potential of semantic analysis of broadcast video archive based of video near-duplicate detection

  • Research Products

    (38 results)

All 2011 2010 2009 2008 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (31 results) Book (2 results) Remarks (1 results)

  • [Journal Article] Robust Recognition of Specific Human Motions in Crowded Surveillance Video Sequences2010

    • Author(s)
      Masaki Takahashi, Mahito Fujii, Masahiro Shibata, Shin'ichi Satoh
    • Journal Title

      EURASIP J.on Adv.in Sig.Proc., the Special Issue on Video Analysis for Human Behavior Understanding Vol.2010, Article ID 801252

    • Peer Reviewed
  • [Journal Article] Automatic Pitch Type Recognition System from Single-View Video Sequences of Baseball Broadcast Videos2010

    • Author(s)
      Masaki Takahashi, Mahito Fujii, Masahiro Shibata, Nobuyuki Yagi, Shin'ichi Satoh
    • Journal Title

      the International Journal of Multimedia Data Engineering and Management Vol.1,No.1.

      Pages: 12-36

    • Peer Reviewed
  • [Journal Article] 特徴点軌跡の不均一性パターンに基づいた同一場面映像検出2009

    • Author(s)
      武小萠,瀧本政雄,佐藤真一,安達淳
    • Journal Title

      電子情報通信学会論文誌 Vol.J92-D,No.8.

      Pages: 1153-1165

    • Peer Reviewed
  • [Journal Article] 蓄積されたニュース番組からの画像付きクイズ生成手法の提案2009

    • Author(s)
      佐野雅規,八木伸行,片山紀生,佐藤真一
    • Journal Title

      電子情報通信学会論文誌 Vol.J92-D,No.1.

      Pages: 141-152

    • Peer Reviewed
  • [Presentation] 映像解析・検索評価ワークショップTRECVID2010の概要2011

    • Author(s)
      佐藤真一,篠田浩一
    • Organizer
      PRMU
    • Place of Presentation
      埼玉大学(特別講演)
    • Year and Date
      20110217-20110218
  • [Presentation] Compact Correlation Coding for Visual Object Categorization2011

    • Author(s)
      Nobuyuki Morioka, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Computer Vision (ICCV2011)
    • Year and Date
      20110000
  • [Presentation] Improving Image Categorization by Using Multiple Instance Learning with Spatial Relation2011

    • Author(s)
      Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Image Analysis and Processing (ICIAP 2011)
    • Year and Date
      20110000
  • [Presentation] Improving Retake Detection by Adding Motion Feature2011

    • Author(s)
      Hiep Van Hoang, Duy-Dinh Le, Shin'ichi Satoh, Quang Hong Nguyen
    • Organizer
      Intern'l Conf.on Image Analysis and Processing (ICIAP 2011)
    • Year and Date
      20110000
  • [Presentation] Commercial Mining Based on Temporal Recurrence Hashing Algorithm and Bag-Of-Fingerprints Model2011

    • Author(s)
      Xiaomeng Wu, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Image Processing (ICIP2011)
    • Year and Date
      20110000
  • [Presentation] Boosting global scene classification accuracy by discriminative region localization2011

    • Author(s)
      Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Image Processing (ICIP2011)
    • Year and Date
      20110000
  • [Presentation] Efficient quantization of color sift for image classification2011

    • Author(s)
      Xiao Zhou, Cai-Zhi Zhu, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Image Processing (ICIP2011)
    • Year and Date
      20110000
  • [Presentation] Human Action Recognition in Crowded Surveillance Video Sequences by Using Features Taken from Key-Point Trajectories2011

    • Author(s)
      Masaki Takahashi, Mahito Fujii, Masahide Naemura, Shin'ichi Satoh
    • Organizer
      The 3rd Intern'l Workshop on Machine Learning for Vision-based Motion Analysis, in conjunction with CVPR 2011
    • Year and Date
      20110000
  • [Presentation] Temporal Recurrence Hashing Algorithm for Mining Commercials from Multimedia Streams2011

    • Author(s)
      Xiaomeng Wu, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Acoustics, Speech, and Signal Processing (ICASSP 2011)
    • Year and Date
      20110000
  • [Presentation] Introduction to Content-based Media Analysis and Search Technology : Technology Overview and Historical Trends from an Academic Point of View, Digital Media Analysis2011

    • Author(s)
      Shin'ichi Satoh
    • Organizer
      Search and Management DMASM 2011 Intern'l Workshop
    • Place of Presentation
      (Invited Talk)
    • Year and Date
      20110000
  • [Presentation] News Shot Cloud : Ranking TV News Shots by Cross TV-Channel Filtering for Efficient Browsing of Large-Scale News Video Archives2011

    • Author(s)
      Norio KATAYAMA, Hiroshi MO, Shin'ichi SATOH
    • Organizer
      Intern'l Conf.on MultiMedia Modeling (MMM2011)
    • Year and Date
      20110000
  • [Presentation] 映像内容解析ならびに検索技術の最近の動向:TRECVIDを中心として2011

    • Author(s)
      佐藤真一
    • Organizer
      第5回音声ドキュメント処理ワークショップ
    • Place of Presentation
      特別講演
    • Year and Date
      2011-03-07
  • [Presentation] Multimedia Web Analysis Towards Development of Social Analysis Software2010

    • Author(s)
      Shin'ichi Satoh
    • Organizer
      The Search Engine Day, Organized by INRIA and Cap Digital
    • Year and Date
      20100000
  • [Presentation] Towards Mining Broadcast Video Archive by Latent Link Analysis2010

    • Author(s)
      Shinn'ichi Satoh, Keynote
    • Organizer
      Workshop on Very-Large-Scale Multimedia Corpus, Mining and Retrieval (VLSMCMR2010), in conjunction with ACM Multimedia
    • Year and Date
      20100000
  • [Presentation] Panel : Very Large Scale Multimedia Corpus, Mining and Retrieval2010

    • Author(s)
      Shin'ichi Satoh
    • Organizer
      Panelist : Edward Chang (Google), Apostol Natsev (IBM), Remi Landais (Exalead)((NII), Session Chair : Benoit Huet, VLSMCMR2010, in conjunction with ACM Multimedia)
    • Year and Date
      20100000
  • [Presentation] Commercial Film Detection and Identification Based on a Dual-Stage Temporal Recurrence Hashing Algorithm2010

    • Author(s)
      Xiaomeng Wu, Narongsak Putpuek, Shin'ichi Satoh
    • Organizer
      VLSMCMR2010, in conjunction with ACM Multimedia
    • Year and Date
      20100000
  • [Presentation] Learning Directional Local Pairwise Bases with Sparse Coding2010

    • Author(s)
      Nobuyuki Morioka, Shin'ichi Satoh
    • Organizer
      Proc.of British Machine Vision Conference (BMVC2010)
    • Year and Date
      20100000
  • [Presentation] Human Action Recognition and Localization in Video Using Structured Learning of Local Space-Time Features2010

    • Author(s)
      Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Advanced Video and Signal-Based Surveillance (AVSS2010)
    • Year and Date
      20100000
  • [Presentation] Building Compact Local Pairwise Codebook with Joint Feature Space Clustering2010

    • Author(s)
      Nobuyuki Morioka, Shin'ichi Satoh
    • Organizer
      Proc.of European Conf.on Computer Vision (ECCV2010)
    • Year and Date
      20100000
  • [Presentation] Unified Approach to Detection and Identification of Commercial Films by Temporal Occurrence Pattern2010

    • Author(s)
      Narongsak Putpuek, Nagul Cooharojananone, Shin'ichi Satoh, Chidchanok Lursinsap
    • Organizer
      Intern'l Conf.on Pattern Recognition(ICPR2010)
    • Year and Date
      20100000
  • [Presentation] Detecting screen shot images within large-scale video archive2010

    • Author(s)
      Sebastien Poullot, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Pattern Recognition(ICPR2010)
    • Year and Date
      20100000
  • [Presentation] Keynote : "Indexing Video Archives Using Latent Link Analysis,''2010

    • Author(s)
      Shin'ichi Satoh
    • Organizer
      Intern'l Workshop on Content-Based Multimedia Indexing (CBMI2010)
    • Year and Date
      20100000
  • [Presentation] Panel : "Content-based multimedia search : what about large scale challenges ?,''2010

    • Author(s)
      Shin'ichi Satoh, Allan Hanbury, Benoit Huet
    • Organizer
      Intern'l Workshop on Content-Based Multimedia Indexing (CBMI2010)(Moderator : Nozha Boujemaa (INRIA))
    • Year and Date
      20100000
  • [Presentation] An Efficient Method for Face Retrieval from Large Video Datasets2010

    • Author(s)
      Thao Ngoc Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Bac Hoai Le, Duc Anh Duong
    • Organizer
      CIVR
    • Year and Date
      20100000
  • [Presentation] PageRank with Text Similarity and Video Near Duplicate Constraints for News Story Re-ranking2010

    • Author(s)
      Xiaomeng Wu, Ichiro Ide, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on MultiMedia Modeling(MMM2010).(Special Session on Cross-Media, Cross-Domain and Cross-Source Machine Tagging in Large Scale)
    • Year and Date
      20100000
  • [Presentation] News Topic Tracking and Re-ranking with Query Expansion Based on Near-Duplicate Detection2009

    • Author(s)
      Xiaomeng Wu, Ichiro Ide, Shin'ichi Satoh
    • Organizer
      Proc.of Pacific-Rim Conf.on Multimedia(PCM2009)
    • Year and Date
      20090000
  • [Presentation] Indexing Local Configurations of Features for Scalable Content-Based Video Copy Detection2009

    • Author(s)
      Sebastien Poullot, Michel Crucianu, Shin'ichi Satoh
    • Organizer
      Intern'l Workshop on Large-Scale Multimedia Retrieval and Mining in, conjunction with ACM Multimedia 2009
    • Year and Date
      20090000
  • [Presentation] Large-Scale News Topic Tracking and Key-scene Ranking with Video Near-Duplicate Constraints2009

    • Author(s)
      Xiaomeng Wu, Ichiro Ide, Shin'ichi Satoh
    • Organizer
      Intern'l Workshop on Large-Scale Multimedia Retrieval and Mining, in conjunction with ACM Multimedia 2009
    • Year and Date
      20090000
  • [Presentation] Unsupervised Face Annotation by Mining the Web2008

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Organizer
      Intern'l Conf.on Data Mining (ICDM2008)
    • Year and Date
      20080000
  • [Presentation] Robust Face Track Finding in Video Using Tracked Points2008

    • Author(s)
      Duc Thanh Ngo, Duy-Dinh Le, Shin'ichi Satoh Anh Duc Duong
    • Organizer
      Intern'l Conf.on Signal-Image Technology Internet-based Systems (SITIS2008), Information Managment and Retrieval Technologies Track (IMRT)
    • Year and Date
      20080000
  • [Presentation] Scene Duplicate Detection Based on the Pattern of Discontinuities in Feature Point Trajectories2008

    • Author(s)
      Xiaomeng Wu, Masao Takimoto, Shin'ichi Satoh, Jun Adachi
    • Organizer
      ACM Multimedia
    • Year and Date
      20080000
  • [Book] Video Near-Duplicate Detection(in Borko Furht ed., Encyclopedia of Multimedia)2008

    • Author(s)
      Shin'ichi Satoh
    • Publisher
      2nd Edition, Springer
  • [Book] Face Detection, Tracking, and Recognition for Broadcast Video(in Borko Furht ed. Encyclopedia of Multimedia)2008

    • Author(s)
      Duy-Dinh Le, Xiaomeng Wu, Shin'ichi Satoh
    • Publisher
      2nd Edition, Springer
  • [Remarks] ホームページ等

    • URL

      http://research.nii.ac.jp/~satoh/

URL: 

Published: 2012-01-26   Modified: 2016-04-21  

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