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2011 Fiscal Year Final Research Report

Cooperative Understanding of Speeches and Images Using Multiple Recognizer and Its Application to Multimodal Dialogue System

Research Project

  • PDF
Project/Area Number 21500143
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionKyushu Institute of Technology

Principal Investigator

ENDO Tsutomu  九州工業大学, 大学院・情報工学研究院, 教授 (10112294)

Co-Investigator(Kenkyū-buntansha) SHIMADA Kazutaka  九州工業大学, 大学院情報工学研究院, 助教 (50346863)
Project Period (FY) 2009 – 2011
Keywords自然言語処理 / マルチモーダルインタフェース / 音声理解 / ジェスチャ認識
Research Abstract

We proposed a wide variety of methods to integrate several ap-proaches and features for multimodal dialogue systems. We developed a Web based image retrieval system using linguistic and image features first. We also realized a multiple speech recognizer with hierarchical relations. For hand posture recognition, we combined online and offline machine learning techniques. We introduced context features and top-view images to person identification.

  • Research Products

    (9 results)

All 2012 2011 2010 2009 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (7 results) Remarks (1 results)

  • [Journal Article] Recurrent Neural Network Classifier for Three Layer Conceptual Network and Performance2010

    • Author(s)
      Md. Khalilur Lhaman and Tsutomu Endo
    • Journal Title

      JOURNAL OF COMPUTERS

      Volume: Vol.5, No.1 Pages: 40-48

    • Peer Reviewed
  • [Presentation] 複数人談話における言語情報と非言語情報を利用した盛り上がり判定2012

    • Author(s)
      横山貴彦, 嶋田和孝, 遠藤勉
    • Organizer
      言語処理学会第18回年次大会(NLP2012)
    • Place of Presentation
      広島市立大学
    • Year and Date
      2012-03-14
  • [Presentation] A Combined Method Based on SVM and Online Learning with HOG for Hand Shape Recognition2011

    • Author(s)
      Kazutaka Shimada, Ryosuke Muto and Tsutomu Endo
    • Organizer
      The 2nd Interna-tional Workshop on Advanced Computa-tional Intelligence and Intelligent Informatics(IWACIII2011)
    • Place of Presentation
      蘇州大学(中国)
    • Year and Date
      2011-11-21
  • [Presentation] A Person Identification Method Using a Top-view Head Image from an Overhead Camera2011

    • Author(s)
      Ryota Nakatani, Daichi Kouno, Kazutaka Shimada and Tsutomu Endo
    • Organizer
      The 2nd International Workshop on Advanced Computational Intelligence and Intel-ligent Informatics(IWACIII2011)
    • Place of Presentation
      蘇州大学(中国)
    • Year and Date
      2011-11-21
  • [Presentation] A person identification method using facial, clothing and time feature2011

    • Author(s)
      Kazuaki Komatsu, Kazutaka Shimada and Tsutomu Endo
    • Organizer
      The 2nd International Workshop on Advanced Computational Intelligence and Intelligent Informatics(IWACIII2011)
    • Place of Presentation
      蘇州大学(中国)
    • Year and Date
      2011-11-20
  • [Presentation] A Hierarchical Multiple Recognizer for Robust Speech Under-standing2010

    • Author(s)
      Takahiko Yokoyama, Kazutaka Shimada and Tsutomu Endo
    • Organizer
      The Pacific Rim International Conference on Artificial Intelligence(PRICAI 2010)
    • Place of Presentation
      ノボテルホテル大邱(韓国)
    • Year and Date
      2010-08-31
  • [Presentation] Web image retrieval for abstract queries using text and image information2009

    • Author(s)
      Kazutaka Shimada, Suguru Ishikawa and Tsutomu Endo
    • Organizer
      The Fifth Asia Information Retrieval Symposium(AIRS 2009)
    • Place of Presentation
      北海道大学
    • Year and Date
      2009-10-22
  • [Presentation] Effective construction and expansion of a sentiment corpus using an existing corpus and evaluative criteria estimation2009

    • Author(s)
      Ryosuke Tadano, Kazutaka Shimada and Tsutomu Endo
    • Organizer
      The 11th Confer-ence of the Pacific Association for Computational Linguistics(PACLING2009)
    • Place of Presentation
      北海道大学
    • Year and Date
      2009-09-03
  • [Remarks]

    • URL

      http://www.pluto.ai.kyutech.ac.jp/plt/endo-lab/index.html

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Published: 2013-07-31  

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