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2013 Fiscal Year Final Research Report

Development of predictive safety system for child welfare facility based on behavior analysis by image technology

Research Project

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Project/Area Number 23601014
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Children studies (Studies of environment on children)
Research InstitutionKyushu Institute of Technology

Principal Investigator

HANAZAWA Akitoshi  九州工業大学, 工学(系)研究科(研究院), 准教授 (10280588)

Project Period (FY) 2011 – 2013
Keywords画像処理 / 行動検出 / 年齢識別 / 人物検出 / 安全システム
Research Abstract

We developed basic elemental image technology and behavior detection technology, which are necessary for the construction of the system that detects children's dangerous behaviors. Followings were developed mainly. (1) human detection. (2) children's gait analysis. (3) human behavior detection by infra-red depth image sensor. (1) For human detection, we tried to improve accuracy and speed of detection. (2) For children's gait analysis, we investigated differences in gait pattern between children and adults when they walk over obstacles, and we found several features that can be used to distinguish children from adults. (3) For human behavior detection by infra-red depth image sensor, we developed technology to detect the position and posture of a human in a room by detecting the position of human head.

  • Research Products

    (9 results)

All 2014 2013 2012 2011

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (8 results)

  • [Journal Article] Human Detection by Boosting-Based Co-occurrence of HOG and Color Features2011

    • Author(s)
      Ryo Matsumura, Akitoshi Hanazawa.
    • Journal Title

      ECTI Transactions on Computer and Information Technology

      Volume: vol.5 Pages: 10-14

    • Peer Reviewed
  • [Presentation] Gradient Orientation Histogram applied on Local Color Correlation distributions improves Human Detection2014

    • Author(s)
      Ryo Matsumura, Akitoshi Hanazawa.
    • Organizer
      International Workshop on Advanced Image Technology 2014
    • Place of Presentation
      バンコク・タイ
    • Year and Date
      2014-01-07
  • [Presentation] Combinational Use of Two Different Normalization Methods Improves Accuracy of Human Detection Based on Shape-Based Features2013

    • Author(s)
      Shohei Iwamoto, Akitoshi Hanazawa.
    • Organizer
      International Workshop on Advanced Image Technology 2013
    • Place of Presentation
      名古屋
    • Year and Date
      2013-01-08
  • [Presentation] Human Detection by Gradient Orientation Histogram applied on Local Color Correlation Distributions2013

    • Author(s)
      Ryo Matsumura, Akitoshi Hanazawa.
    • Organizer
      International Workshop on Advanced Image Technology 2013
    • Place of Presentation
      名古屋
    • Year and Date
      2013-01-08
  • [Presentation] 形状特徴による画像中の人物検出における特徴量の正規化手法の検討2012

    • Author(s)
      岩元翔平,花沢明俊
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      北九州
    • Year and Date
      2012-10-04
  • [Presentation] 局所的色相関分布に対する勾配方向ヒストグラムによる人物検出2012

    • Author(s)
      松村遼,花沢明俊
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      北九州
    • Year and Date
      2012-10-04
  • [Presentation] A Computational Model of Speed Tuned Motion Detectors in Early Visual Cortex2012

    • Author(s)
      Yukinari Toyota, Akitoshi Hanazawa.
    • Organizer
      International Workshop on Advanced Image Technology 2012
    • Place of Presentation
      ホーチミン・ベトナム
    • Year and Date
      2012-01-10
  • [Presentation] Introduction of Spatial Limitation to Human Detection by Co-occurrence with Shape and Color Self- Similarity Features2012

    • Author(s)
      Hidenori Matsui, Akitoshi Hanazawa.
    • Organizer
      International Workshop on Advanced Image Technology 2012
    • Place of Presentation
      ホーチミン・ベトナム
    • Year and Date
      2012-01-10
  • [Presentation] 形状と色類似特徴の共起による人物検出における空間的制限の導入2011

    • Author(s)
      松井大徳,花沢明俊
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      福岡
    • Year and Date
      2011-10-20

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Published: 2015-07-16  

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