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2010 Fiscal Year Final Research Report

A Study on Large-Scale Generic Object Recognition System for 1000-class Categorization

Research Project

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Project/Area Number 20680010
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Perception information processing/Intelligent robotics
Research InstitutionThe University of Electro-Communications

Principal Investigator

YANAI Keiji  電気通信大学, 大学院・情報理工学研究科, 准教授 (20301179)

Project Period (FY) 2008 – 2010
Keywords一般物体認識 / 画像認識 / Webマルチメディアマイニング
Research Abstract

In this research, we studied on large-scale generic object recognition system and related topics: (1) Construction of a 1000-category image database (2) Construction of an image ontology database with two million Web images (3) Food image recognition system for 100-category foods (4) Automatic construction of 100-kind action shot database (5) Analysis of relation between visual concepts and locations

  • Research Products

    (25 results)

All 2012 2011 2010 2009 2008 Other

All Journal Article (4 results) Presentation (15 results) Book (2 results) Remarks (2 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] Folksonomyを用いた画像特徴とタグ共起に基づく画像オントロジーの自動構築2011

    • Author(s)
      秋間雄太, 川久保秀敏, 柳井啓司
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol.J94-D, No.8 Pages: 1248-1259

  • [Journal Article] 単語概念の視覚性と地理的分布の関係性の分析2010

    • Author(s)
      川久保秀敏, 柳井啓司
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol.J93-D, No.8 Pages: 1417-1428

  • [Journal Article] Multiple Kernel Learningによる50種類の食事画像の認識2010

    • Author(s)
      上東太一, 柳井啓司
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol.J93-D, No.8 Pages: 1397-1406

  • [Journal Article] Associating faces and names in Japanese photo news articles2010

    • Author(s)
      Akio Kitahara, Keiji Yanai
    • Journal Title

      Progressin Informatics

      Volume: No.7 Pages: 73-70

  • [Presentation] A Travel Planning System Based on Travel Trajectories Extracted from a Large Number of Geotagged Photos on the Web2011

    • Author(s)
      Kohya Okuyama, Keiji Yanai
    • Organizer
      Proc. of Pacific-Rim Conference Multimedia
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      20111200
  • [Presentation] Automatic Construction of an Action Video Shot Database using Web Videos2011

    • Author(s)
      Do Hang Nga, Keiji Yanai
    • Organizer
      Proc. of IEEE International Conference on Computer Vision (ICCV)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      20111100
  • [Presentation] Geo Visual Rank: A Ranking Method of Geotagged Images Considering Visual Similarity and Geo-location Proximity2011

    • Author(s)
      Hidetoshi Kawakubo, Keiji Yanai
    • Organizer
      Proc. of the Nineteenth International World Wide Web Conference (WWW)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      20110300
  • [Presentation] Geotagged Image Recognition by Combining Three Different Kinds of Geolocation Features2010

    • Author(s)
      Keita Yaegashi, Keiji Yanai
    • Organizer
      Proc. of Asian Conference on Computer Vision (ACCV)
    • Place of Presentation
      Queenstown, New Zealand
    • Year and Date
      20101100
  • [Presentation] A SURF-based Spatio-Temporal Feature for Feature-fusion-based Action Recognition2010

    • Author(s)
      Akitsugu Noguchi, Keiji Yanai
    • Organizer
      Proc. of ECCV WS on Human Motion: Understanding, Modeling, Capture and Animation
    • Place of Presentation
      Crete, Greece
    • Year and Date
      20100900
  • [Presentation] Geotagged Photo Recognition using Corresponding Aerial Photos with Multiple Kernel Learning2010

    • Author(s)
      Keita Yaegashi, Keiji Yanai
    • Organizer
      Proc. of IAPR International Conference Pattern Recognition (ICPR)
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      20100800
  • [Presentation] Region-based Automatic Web Image Selection2010

    • Author(s)
      Keiji Yanai, Kobus Barnard
    • Organizer
      Proc. of ACM International Conference on Multimedia Information Retrieval (MIR)
    • Place of Presentation
      Philadelphia, USA
    • Year and Date
      20100300
  • [Presentation] Detecting "In-play" Photos from Web Sports News Photos2009

    • Author(s)
      Akio Kitahara, Keiji Yanai
    • Organizer
      Proc. of the Pacific-Rim Conference on Multimedia
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20091200
  • [Presentation] A Food Image Recognition System with Multiple Kernel Learning2009

    • Author(s)
      Taichi Joutou, Keiji Yanai
    • Organizer
      Proc. of International Conference on Image Processing (ICIP)
    • Place of Presentation
      Cairo, Egypt
    • Year and Date
      20091100
  • [Presentation] Extracting Spatio-temporal Local Features Considering Consecutiveness of Motions2009

    • Author(s)
      Akitsugu Noguchi, Keiji Yanai
    • Organizer
      Proc. of Asian Conference on Computer Vision (ACCV)
    • Place of Presentation
      Xian, China
    • Year and Date
      20090900
  • [Presentation] A Visual Analysis of the Relationship between Word Concepts and Geographical LocationsA Visual Analysis of the Relationship between Word Concepts and Geographical Locations2009

    • Author(s)
      Keiji Yanai, Hidetoshi Kawakubo, Qiu Bingyu
    • Organizer
      Proc. of ACM International Conference of Imageand Video Retrieval (CIVR)
    • Place of Presentation
      Santorini, Greece
    • Year and Date
      20090700
  • [Presentation] Web Image Gathering with Region-based Bag-of-Features and Multiple Instance Learning2009

    • Author(s)
      Keiji Yanai
    • Organizer
      IEEE International Conference on Multimedia and Expo (ICME)
    • Place of Presentation
      New York, USA
    • Year and Date
      20090700
  • [Presentation] Can Geotags Help Image Recognition ?2009

    • Author(s)
      Keita Yaegashi, Keiji Yanai
    • Organizer
      Proc. of Pacific-Rim Symposium on Image and Video Technology
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      20090100
  • [Presentation] Objects over the World2008

    • Author(s)
      Bingyu Qiu, Keiji Yanai
    • Organizer
      Proc. of the Pacific-Rim Conference on Multimedia
    • Place of Presentation
      Tainan, Taiwan
    • Year and Date
      20081200
  • [Presentation] Rushes Summarization Based on Color Motion and Face2008

    • Author(s)
      Akitsugu Noguchi, Keiji yanai
    • Organizer
      Proc. of ACMMM Workshop on Summarization
    • Place of Presentation
      TRECVID Vancouver, Rush Canada
    • Year and Date
      20081000
  • [Book] Entropy-based Analysis of Visual Concepts, In "Multimedia Information Extraction"2012

    • Author(s)
      Keiji Yanai, Hidetoshi Kawakubo, Kobus Barnard
    • Publisher
      Wiley-IEEE Computer Society Press
  • [Book] Mining Regional Representative Photos from a Consumer-Generated Geotagged Photo Database, In "Handbook of Social Network Technologies and Applications"2010

    • Author(s)
      Keiji Yanai, Bingyu Qiu
    • Publisher
      Springer
  • [Remarks]

    • URL

      http://mm.cs.uec.ac.jp/

  • [Remarks]

    • URL

      https://twitter.jp/foodimg_bot/

  • [Patent(Industrial Property Rights)] 画像ランキング方法、プログラム及び記憶媒体並びに画像表示システム2010

    • Inventor(s)
      川久保秀敏, 柳井啓司
    • Industrial Property Rights Holder
      電気通信大学
    • Industrial Property Number
      特許, 特願2010-109454
    • Filing Date
      2010-05-11
  • [Patent(Industrial Property Rights)] 画像処理方法、その方法を実行するプログラム、記憶媒体、撮像機器、画像処理システム2008

    • Inventor(s)
      柳井啓司
    • Industrial Property Rights Holder
      電気通信大学
    • Industrial Property Number
      特許, 特願2008-106546
    • Filing Date
      2008-04-16

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Published: 2013-07-31  

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