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2012 Fiscal Year Final Research Report

Large-Scale Specific Object Recognition and Its Application to Real-World Oriented Web

Research Project

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Project/Area Number 22300062
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionOsaka Prefecture University

Principal Investigator

KISE Koichi  大阪府立大学, 大学院・工学研究科, 教授 (80224939)

Co-Investigator(Kenkyū-buntansha) IWAMURA Masakazu  大阪府立大学, 大学院・工学研究科, 准教授 (80361129)
IWATA Motoi  大阪府立大学, 大学院・工学研究科, 助教 (70316008)
UTSUMI Yuzuko  大阪府立大学, 大学院・工学研究科, 助教 (80613489)
Project Period (FY) 2010 – 2012
Keywordsインターネット高度化 / 自動タグ付け / 画像 / 文章 / 音声等認識 / ディレクトリ・情報検索 / 文書画像検索
Research Abstract

The real-world oriented Web is a web of things that play a role of input/output tags of information. Information relevant to an object can be retrieved by just taking an image of it by using a camera. The user can associate relevant information to an object by taking its image. As objects to be handled, we consider various types such as characters, documents, 3D objects and faces. In this research we develop a method of object recognition with the following capabilities for realizing the above Web: (a) large-scale (for documents, 100 million pages), fast (for documents, 27ms/query), and accurate (for documents 99%). In addition we build a theoretical framework as well as prototypes of the real-world oriented Web.

  • Research Products

    (55 results)

All 2013 2012 2011 2010 Other

All Journal Article (17 results) (of which Peer Reviewed: 17 results) Presentation (28 results) Book (2 results) Remarks (1 results) Patent(Industrial Property Rights) (7 results) (of which Overseas: 3 results)

  • [Journal Article] Detection of exact and similar partial copies for copyright protection of manga2013

    • Author(s)
      Weihan Sun, and Koichi Kise
    • Journal Title

      International Journal on Document Analysis and Recognition (IJDAR)

      Volume: 16, 1 Pages: 1-19

    • Peer Reviewed
  • [Journal Article] More than Ink-Realization of a Data-Embedding Pen2013

    • Author(s)
      Marcus Liwicki, Seiichi Uchida, Akira Yoshida, Masakazu Iwamura, Shinichiro Omachi, and Koichi Kise
    • Journal Title

      Pattern Recognition Letters

    • Peer Reviewed
  • [Journal Article] Recovery and localization of handwritings by a camera-pen based on tracking and document image retrieval2013

    • Author(s)
      Megumi Chikano, Koichi Kise, Masakazu Iwamura, Seiichi Uchida, and Shinichiro Omachi
    • Journal Title

      Pattern Recognition Letters

    • Peer Reviewed
  • [Journal Article] Cartoon Character Recognition Using Concentric Multi-Region Histograms of Oriented Gradients2012

    • Author(s)
      Weihan Sun, and Koichi Kise
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 132, 11 Pages: 1847-1854

    • Peer Reviewed
  • [Journal Article] Object Recognition for Less-Requirements2012

    • Author(s)
      Martin Klinkigt,and Koichi Kise
    • Journal Title

      IEEJ Transactions

      Volume: 131, 11 Pages: 1878-1888

    • Peer Reviewed
  • [Journal Article] 大規模文書画像検索のためのメモリ効率と識別性の向上2012

    • Author(s)
      竹田 一貴,黄瀬 浩一,岩村 雅一
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J95-D, 7 Pages: 1491-1494

    • Peer Reviewed
  • [Journal Article] Using a Reference Point for Local Configuration of SIFT-like Features for Object Recognition with Serious Background Clutter2011

    • Author(s)
      Martin Klinkigt, and Koichi Kise
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications

      Volume: 3

    • Peer Reviewed
  • [Journal Article] データセットの違いが物体認識に与える影響の解析-特徴ベクトルの一致検索を用いた認識手法の場合-2011

    • Author(s)
      井上 勝文,黄瀬 浩一
    • Journal Title

      電気学会論文誌(C)

      Volume: 131, 11 Pages: 1915-1924

    • Peer Reviewed
  • [Journal Article] 段階的な枝刈りによるアフィン不変な文字認識2011

    • Author(s)
      岩村 雅一, 堀松 晃, 丹羽 亮, 黄瀬 浩一, 内田 誠一, 大町 真一郎
    • Journal Title

      電気学会論文誌(D)

      Volume: 131, 7 Pages: 873-879

    • Peer Reviewed
  • [Journal Article] Object Recognition From n-grams of Human Actions without Shape Models2011

    • Author(s)
      Atushiro Kojima, Hiroshi Miki, and Koichi Kise
    • Journal Title

      ICIC Express Letters, Part B: Applications

      Volume: 2, 3 Pages: 547-552

    • Peer Reviewed
  • [Journal Article] 特徴点の高速照合とその文書画像検索への応用2011

    • Author(s)
      黄瀬 浩一,岩村 雅一
    • Journal Title

      電子情報通信学会誌

      Volume: 94, 8 Pages: 836-841

    • Peer Reviewed
  • [Journal Article] 参照特徴ベクトルの増加による低品質画像の高速・高精度認識2010

    • Author(s)
      黄瀬 浩一, 野口 和人, 岩村 雅一
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J93-D, 8 Pages: 1353-1363

    • Peer Reviewed
  • [Journal Article] 特定物体認識におけるBloomier Filterを用いたメモリ削減法とその実験的評価2010

    • Author(s)
      井上勝文,黄瀬浩一
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J93-D, 8 Pages: 1407-1416

    • Peer Reviewed
  • [Journal Article] 線画の著作権保護のための部分的複製検出法2010

    • Author(s)
      孫 維瀚, 黄瀬 浩一
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J93-D, 6

    • Peer Reviewed
  • [Journal Article] 付加情報の一般的な割り当て2010

    • Author(s)
      岩村 雅一, 古谷 嘉男, 黄瀬 浩一, 大町真一郎, 内田 誠一
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J93-D, 5 Pages: 579-58

    • Peer Reviewed
  • [Journal Article] 特徴点の配置に基づく画像検索手法の解析-Geometric HashingとLLAHの比較と解析-2010

    • Author(s)
      岩村 雅一, 中居 友弘, 黄瀬 浩一
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J93-D, 4 Pages: 494-501

    • Peer Reviewed
  • [Journal Article] 局所特徴量を用いた画像照合による特定物体認識2010

    • Author(s)
      黄瀬 浩一
    • Journal Title

      人工知能学会誌

      Volume: 25, 6 Pages: 769-776

    • Peer Reviewed
  • [Presentation] Who are you?- A Wearable Face Recognition System to Support HumanMemory2013

    • Author(s)
      Yuzuko Utsumi, Yuya Kato, Kai Kunze, Masakazu Iwamura, and Koichi Kise
    • Organizer
      4th International Conference on Augmented Human
    • Place of Presentation
      Stuttgart, Germany
    • Year and Date
      2013-03-08
  • [Presentation] Recognizing Words in Scenes with a Head-Mounted Eye-Tracker2012

    • Author(s)
      Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Masakazu Iwamura, Koichi Kise, and Andreas Dengel
    • Organizer
      10th IAPR International Workshop on Document Analysis Systems (DAS2012)
    • Place of Presentation
      Gold Coast, Australia
    • Year and Date
      2012-03-29
  • [Presentation] Expanding Recognizable Distorted Characters Using Self-Corrective Recognition2012

    • Author(s)
      Masaki Tsukada, Masakazu Iwamura, and Koichi Kise
    • Organizer
      10th IAPR International Workshop on Document Analysis Systems (DAS2012)
    • Place of Presentation
      Gold Coast, Australia
    • Year and Date
      2012-03-29
  • [Presentation] Similar Fragment Retrieval of Animations by a Bag-of-features Approach2012

    • Author(s)
      Weihan Sun, Koichi Kise, and Yoann Champeil
    • Organizer
      10th IAPR International Workshop on Document Analysis Systems (DAS2012)
    • Place of Presentation
      Gold Coast, Australia
    • Year and Date
      2012-03-29
  • [Presentation] Real-Time Document Image Retrieval on a Smartphone2012

    • Author(s)
      Kazutaka Takeda, Koichi Kise, and Masakazu Iwamura
    • Organizer
      10th IAPR International Workshop on Document Analysis Systems (DAS2012)
    • Place of Presentation
      Gold Coast, Australia
    • Year and Date
      2012-03-27
  • [Presentation] Document Identification2012

    • Author(s)
      Koichi Kise
    • Organizer
      International Workshop on Digital Media Analysis, Search and Management
    • Place of Presentation
      San Diego, USA (Invited Talk)
    • Year and Date
      2012-02-27
  • [Presentation] 1.5 Million Subspaces of a Local Feature Space for 3D Object Recognition2011

    • Author(s)
      Koichi Kise, and Takahiro Kashiwagi
    • Organizer
      1st Asian Conference on Pattern Recognition
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-11-29
  • [Presentation] Memory Reduction for Real-Time Document Image Retrieval with a 20 Million Pages Database2011

    • Author(s)
      Kazutaka Takeda, Koichi Kise, and Masakazu Iwamura
    • Organizer
      Fourth International Workshop on Camera-Based Document Analysis and Recognition (CBDAR2011)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-09-22
  • [Presentation] Similar Manga Retrieval Using Visual Vocabulary Based on Regions of Interest2011

    • Author(s)
      Weihan Sun, and Koichi Kise
    • Organizer
      11th International Conference on Document Analysis and Recognition (ICDAR2011)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-09-21
  • [Presentation] Real-Time Document Image Retrieval for a 10 Million Pages Database with a Memory Efficient and Stability Improved LLAH2011

    • Author(s)
      Kazutaka Takeda, Koichi Kise, and Masakazu Iwamura
    • Organizer
      2011 International Conference on Document Analysis and Recognition, (ICDAR2011)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-09-21
  • [Presentation] Recognition of Multiple Characters in a Scene Image Using Arrangement of Local Features2011

    • Author(s)
      Masakazu Iwamura, Takuya Kobayashi, and Koichi Kise
    • Organizer
      11th International Conference on Document Analysis and Recognition (ICDAR 2011)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-09-21
  • [Presentation] Generic and Specific Object Recognition for Semantic Retrieval of Images2011

    • Author(s)
      Martin Klinkigt, Koichi Kise and Andreas Dengel
    • Organizer
      15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Kaiserslautern, Germany
    • Year and Date
      2011-09-14
  • [Presentation] Semantic Retrieval of Images by Learning from Wikipedia2011

    • Author(s)
      Martin Klinkigt, Koichi Kise, Heiko Maus, and Andreas Dengel
    • Organizer
      15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Kaiserslautern, Germany
    • Year and Date
      2011-09-12
  • [Presentation] Similar Partial Copy Recognition for Line Drawings Using Concentric Multi-Region Histograms of Oriented Gradients2011

    • Author(s)
      Weihan Sun, and Koichi Kise
    • Organizer
      12th IAPR Conference on Machine Vision Applications (MVA2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      2011-06-13
  • [Presentation] Theoretical Analysis on Pruning Nearest Neighbor Candidates by Locality Sensitive Hashing2010

    • Author(s)
      Tomoyuki Mutoh, Masakazu Iwamura, and Koichi Kise
    • Organizer
      Procedings of TENCON2010 IEEE Region 10 Conference
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-23
  • [Presentation] Tracking and Retrieval of Pen Tip Positions for an Intelligent Camera Pen2010

    • Author(s)
      Kazumasa Iwata, Koichi Kise, Masakazu Iwamura, Seiichi Uchida, and Shinichiro Omachi
    • Organizer
      12th International Conference on Frontiers in Handwriting Recognition (ICFHR2010)
    • Place of Presentation
      Kolkata, India
    • Year and Date
      2010-11-17
  • [Presentation] From Local Features to Global Shape Constraints: Heterogeneous Matching Scheme for Recognizing Objects Under Serious Background Clutter2010

    • Author(s)
      Martin Klinkigt, and Koichi Kise
    • Organizer
      Asian Conference on Computer Vision
    • Place of Presentation
      Queenstown, New Zealand
    • Year and Date
      2010-11-12
  • [Presentation] Similar Partial Copy Detection of Line Drawings Using a Cascade Classifier and Feature Matching2010

    • Author(s)
      Weihan Sun, and Koichi Kise
    • Organizer
      International Workshop on Computational Forensics
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2010-11-12
  • [Presentation] Flower Classification by Using Multiple Kernel Learning2010

    • Author(s)
      Tomohiro Sakata, and Koichi Kise
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR2010)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-05
  • [Presentation] Memory Reduction Method for Specific Object Recognition Based on Lossy Encoding of Feature Vectors with a Bloomier Filter2010

    • Author(s)
      Katsufumi Inoue, and Koichi Kise
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR2010)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-05
  • [Presentation] Local Configuration of SIFT-like Features by a Shape Context2010

    • Author(s)
      Martin Klinkigt, and Koichi Kise
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR2010)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-04
  • [Presentation] Derivation of Theoretical Formulas of Accuracy on Accessing Neighboring Buckets in Hash-Based Approximate Nearest Neighbor Search2010

    • Author(s)
      Tomoyuki Mutoh, Masakazu Iwamura, and Koichi Kise
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR2010)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-04
  • [Presentation] Multilingual Document Image Retrieval Based on a Large-Scale Database2010

    • Author(s)
      Kazutaka Takeda, Koichi Kise, and Masakazu Iwamura
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR20
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-04
  • [Presentation] Recognition of Affine Distorted Characters by Using Affine-InvariantLocal Descriptors2010

    • Author(s)
      Takuya Kobayashi, Masakazu Iwamura, and Koichi Kise
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR2010)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-04
  • [Presentation] Copyright Protection of Line Drawings: Copyrighted Part Detection Using Cascade Classifiers2010

    • Author(s)
      Weihan Sun, and Koichi Kise
    • Organizer
      2nd China-Japan-Korea Joint Workshop on Pattern Recognition (CJKPR2010)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2010-11-04
  • [Presentation] Object Recognition Based on n-gram Expression of Human Actions2010

    • Author(s)
      Atsuhiro Kojima, Hiroshi Miki, and Kochi Kise
    • Organizer
      20th Int. Conf. on Pattern Recognition (ICPR2010)
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2010-08-23
  • [Presentation] Expansion of Queries and Databases for Improving the Retrieval Accuracy of Document Portions- An Application to a Camera-Pen System2010

    • Author(s)
      Koichi Kise, Megumi Chikano, Kazumasa Iwata, Masakazu Iwamura, Seiichi Uchida, and Shinichiro Omachi
    • Organizer
      9th IAPR International Workshop on Document Analysis Systems (DAS2010)
    • Place of Presentation
      Boston, USA
    • Year and Date
      2010-06-09
  • [Presentation] Memory-Based Recognition of Camera-Captured Characters2010

    • Author(s)
      Masakazu Iwamura, Tomohiko Tsuji, and Koichi Kise
    • Organizer
      9th IAPR International Workshop on Document Analysis Systems (DAS2010)
    • Place of Presentation
      Boston, USA
    • Year and Date
      2010-06-09
  • [Book] Data-Embedding Pen, Multimedia Information Hiding Technologies and Methodologies for Controlling Data2012

    • Author(s)
      Seiichi Uchida, Marcus Liwicki, Masakazu Iwamura, Shinichiro Omachi and Koichi Kise
    • Total Pages
      396-411
  • [Book] Bag-of-Features に基づく物体認識(1) - 特定物体認識- ,CVIMチュートリアルシリーズコンピュータビジョン最先端ガイド2010

    • Author(s)
      黄瀬 浩一
    • Total Pages
      63-84
    • Publisher
      アドコム・メディア
  • [Remarks] ホームページ

    • URL

      http://imlab.jp/

  • [Patent(Industrial Property Rights)] 近似最近傍探索装置、近似最近傍探索法およびそのプログラム2013

    • Inventor(s)
      岩村 雅一,佐藤 智一,黄瀬浩一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      PCT/JP2013/055440
    • Filing Date
      2013-08-20
    • Overseas
  • [Patent(Industrial Property Rights)] 近似最近傍探索装置、近似最近傍探索法およびそのプログラム2012

    • Inventor(s)
      岩村 雅一,佐藤 智一,黄瀬浩一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      特願2012-042172
    • Filing Date
      2012-02-28
  • [Patent(Industrial Property Rights)] 近似最近傍探索に係るデータベースの登録方法および登録装置2012

    • Inventor(s)
      岩村 雅一,黄瀬 浩一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      PCT/JP2012/062406
    • Filing Date
      2012-05-15
    • Overseas
  • [Patent(Industrial Property Rights)] 近似最近傍探索に係るデータベースの登録方法および登録装置2011

    • Inventor(s)
      岩村 雅一,黄瀬 浩一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      特願2011-119128
    • Filing Date
      2011-05-27
  • [Patent(Industrial Property Rights)] 文書画像データベースの登録方法および検索方法2011

    • Inventor(s)
      竹田 一貴,黄瀬 浩一,岩村雅一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      特願 2011-45513
    • Filing Date
      2011-03-02
  • [Patent(Industrial Property Rights)] 三次元物体認識用画像データベースの作成方法および作成装置2011

    • Inventor(s)
      柏木隆宏,外山託海,黄瀬浩一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      PCT/JP2011/060277
    • Filing Date
      2011-04-27
    • Overseas
  • [Patent(Industrial Property Rights)] 三次元物体認識用画像データベースの作成方法および作成装置2010

    • Inventor(s)
      柏木隆宏,外山託海,黄瀬浩一
    • Industrial Property Rights Holder
      大阪府立大学
    • Industrial Property Number
      特願2010-103543
    • Filing Date
      2010-04-28

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Published: 2014-08-29  

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