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2012 Fiscal Year Final Research Report

A Hybrid Camera Technique for a Pedestrian Safety Support System at a Traffic Junction

Research Project

  • PDF
Project/Area Number 22510177
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKyushu Institute of Technology

Principal Investigator

TAN Joo Kooi  九州工業大学, 大学院・工学研究院, 准教授 (40363395)

Project Period (FY) 2010 – 2012
Keywords安全システム / 安全支援システム / 交通事故 / 高度道路交通システム(ITS)
Research Abstract

There are many traffic accidents occurred at an intersection, and there are mainly caused by a driver’ s oversight of pedestrians and cars. T o prevent pedestrians from trafficaccidents, most of the proposed systems detect pedestrians from a car video taken under general urban street or highway environment. This research proposes a hybrid technique employing switching images between single and stereo camera according to the vehicle situation such as whether or not the vehicle is driving or stopping. The technique detects moving objects such as pedestrians and cars at an intersection when the ego car turns right or left, and gives a warning to a driver by analyzing the detected pedestrian’ s behavior. The performance of the proposed technique was examined employing various vehicular video images. In this report, moving objects detection, pedestrian’ s segmentation, pedestrian’s behavior recognition and finally the evaluation of each technique are described.

  • Research Products

    (49 results)

All 2013 2012 2011 2010 Other

All Journal Article (10 results) (of which Peer Reviewed: 10 results) Presentation (31 results) Remarks (1 results) Patent(Industrial Property Rights) (7 results) (of which Overseas: 1 results)

  • [Journal Article] Road Region Estimation and Obstacles Extraction Using a Monocular Camera2012

    • Author(s)
      Qian,S., Tan, J. K., Kim, H., Ishikawa, S. Morie, T.
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Pages: 12

    • Peer Reviewed
  • [Journal Article] An effective directional motion database organization for human motion reco gnition2012

    • Author(s)
      Eftakhar, S.M.A., Tan, J. K., Kim, H., Is hikawa, S.
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: Vol.8, N o.2 Pages: 1359-1370

    • Peer Reviewed
  • [Journal Article] Motion history image: Its variants and applications2012

    • Author(s)
      Ahad, M.A.R, Tan, J.K., Kim, H., Ishikawa S.
    • Journal Title

      Machine Vision and Applications, SpringerLink

      Volume: 23 Pages: 255-281

    • DOI

      doi:10.1007/s00138-010-0298-4

    • Peer Reviewed
  • [Journal Article] Moving objects segmentation at a tra ffic junction from vehicular vision2011

    • Author(s)
      Tan, J. K., Ishikawa,S., Sonoda, S., Mori e, T.
    • Journal Title

      ECTI Tr ansactions on Computer and Information Tech nology

      Volume: Vol.5, No.2 Pages: 63-78

    • Peer Reviewed
  • [Journal Article] Improvement of a structured motion database for high accuracy human motion recognition2011

    • Author(s)
      Eftakhar, S.M.A., Tan, J.K., Kim, H., Ishikawa, S.
    • Journal Title

      International Journal of Biomedical Soft Computing and Human Sciences

      Volume: 17, 1 Pages: 19-28

    • Peer Reviewed
  • [Journal Article] HOG特徴量と人マスクを用いた人 物及び身体方向の検出2010

    • Author(s)
      中島祐樹,タンジュークイ,石川聖二, 森江隆
    • Journal Title

      画像電子学会誌

      Volume: 39巻6号 Pages: 1104-1111

    • Peer Reviewed
  • [Journal Article] 車載カメラ映像からの横断歩道上の 歩行者の検出法2010

    • Author(s)
      タンジュークイ, 三好誠, 石川聖二,森 江隆
    • Journal Title

      バイオメディカル・ファ ジイ・システム学会誌

      Volume: 12巻 Pages: 99-103

    • Peer Reviewed
  • [Journal Article] Automatic detection of pedestrians from stereo camera images2010

    • Author(s)
      Tan, J. K., Inumaru, K., Ishikawa, S. Morie, T.
    • Journal Title

      ournal of Artificial Life and Robotics

      Volume: Vol.15, No.4 Pages: 459-463

    • Peer Reviewed
  • [Journal Article] 仮想透視カメラ群によ る物体の全周囲復元法と人動作の立体モデ ル化への応2010

    • Author(s)
      タンジュークイ, 曽根俊昌, 石川聖二, 金亨燮,四宮孝史
    • Journal Title

      バイオメディカル・ファジ イ・システム学会誌

      Volume: 12巻, 1号 Pages: 71-77

    • Peer Reviewed
  • [Journal Article] A robust face tracking method employing color-based particle filter2010

    • Author(s)
      Nishina, Y., Ahad, M.A.R, Tan, J.K., Kim, H., Ishikawa S.
    • Journal Title

      International Journal of Biomedical Soft Computing and Human Sciences

      Volume: 16, 1 Pages: 127-134

    • Peer Reviewed
  • [Presentation] A global-local approach to saliency2013

    • Author(s)
      Ahmed, B., Tan, J. K., Kim, H., Ishikawa, S
    • Organizer
      The 15 th International Conference on Computer Analysis of Images and Patterns(CAIP2013)
    • Place of Presentation
      イギリス
    • Year and Date
      20130800
  • [Presentation] A novel saliency using combined spatial redundancy and local appearance2013

    • Author(s)
      Ahmed, B., Tan, J. K., Kim, H., Ishikawa, S
    • Organizer
      Proceedings of the IAPR International Conference on Machine V ision Applications
    • Place of Presentation
      京都
    • Year and Date
      2013-05-20
  • [Presentation] A novel saliency measure using combined spatial redundancy and local appearance2013

    • Author(s)
      Ahmed, B., Tan, J.K., Kim, H., Ishikawa, S., T. Shinomiya
    • Organizer
      情報処理学会技術研究会報告
    • Place of Presentation
      大阪
    • Year and Date
      2013-03-15
  • [Presentation] Obstacles extraction from a video taken by a moving camera2012

    • Author(s)
      Qian, S., Tan, J.K., Kim, H., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of International Conference on Connected Vehicles (ICCVE2012)
    • Place of Presentation
      中国
    • Year and Date
      2012-12-14
  • [Presentation] Human detection from an image employing reduced number of weak-classifiers2012

    • Author(s)
      Ehara, Y., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the IIEEJ Image Electronics and Visual Computing Workshop 2012
    • Place of Presentation
      マレーシア
    • Year and Date
      2012-11-22
  • [Presentation] Three-dimensional recovery of buildings environment under Manhattan-world constraint2012

    • Author(s)
      Ohyama, Y., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the IIEEJ Image Electronics and Visual Computing Workshop 2012
    • Place of Presentation
      マレーシア
    • Year and Date
      2012-11-22
  • [Presentation] 3-D recovery of a non-rigid object from a single camera view by piecewise recovery and synthesis2012

    • Author(s)
      Ishikawa, S., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the 21st Int. Conference on Pattern Recognition (ICPR2012)
    • Place of Presentation
      東京
    • Year and Date
      2012-11-13
  • [Presentation] Obstacles extraction using a moving camera2012

    • Author(s)
      Qian, S., Tan, J.K., Kim, H., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of Asian Conference on Computer Vision (ACCV2012)
    • Place of Presentation
      韓国
    • Year and Date
      2012-11-06
  • [Presentation] Applying MSC-HOG feature to the detection of a human on a bicycle2012

    • Author(s)
      Jung, H., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of International Conference on Control, Automation and Systems (ICCAS2012)
    • Place of Presentation
      韓国
    • Year and Date
      2012-10-17
  • [Presentation] A simple pedestrian detection using LBP-based patterns of oriented edges2012

    • Author(s)
      Boudissa, A., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of International Conference. on Image Processing (ICIP2012)
    • Place of Presentation
      アメリカ
    • Year and Date
      2012-10-01
  • [Presentation] Fast Pedestrian detection using LBP-based patterns of oriented edges2012

    • Author(s)
      Ahmed, B., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of Pattern Recognition and media Understanding
    • Place of Presentation
      神戸
    • Year and Date
      2012-03-29
  • [Presentation] Human detection employing the HOG feature based on multiple scale cells2012

    • Author(s)
      Ehara, Y., Tan, J. K., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of the 17th Int. Symposium on Artificial Life and Robotics
    • Place of Presentation
      別府
    • Year and Date
      2012-01-19
  • [Presentation] 車載ステレオカメラ映 像を用いた歩行者群の個別化2011

    • Author(s)
      川部満久,タン ジュークイ,金 亨燮, 石川聖二,森江 隆
    • Organizer
      計測自動制 御学会九州支部学術講演会予稿集
    • Place of Presentation
      大分
    • Year and Date
      2011-12-03
  • [Presentation] 拡張焦点を用いた広角 カメラからの歩行者の検出2011

    • Author(s)
      松田竜一,タン ジュークイ,金 亨燮, 石川聖二,森江 隆
    • Organizer
      計測自動制御 学会九州支部学術講演会予稿集
    • Place of Presentation
      大分
    • Year and Date
      2011-12-03
  • [Presentation] Direction-oriented human motion recognition with prior estimation of directions2011

    • Author(s)
      Eftakhar, S. M. A., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the IEEE International Conference of Industrial Electronics Society (IECON)
    • Place of Presentation
      オーストラリア
    • Year and Date
      2011-11-09
  • [Presentation] Moving objects detection at an intersection by sequential background extraction2011

    • Author(s)
      Sonoda, S., Tan, J. K., Kim, H., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of 2011 11 th International Conference. on Control, Automation and Systems (ICCAS2011)
    • Place of Presentation
      韓国
    • Year and Date
      2011-10-28
  • [Presentation] Extraction of individual pedestrians employing stereo camera images2011

    • Author(s)
      Kawabe, M., Tan, J. K., Kim, H., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of 2011 11 th International Conference on Control, Automation and Systems (ICCAS2011)
    • Place of Presentation
      韓国
    • Year and Date
      2011-10-28
  • [Presentation] Detection of pedestrians employing a wide-angle camera2011

    • Author(s)
      Matsuda, R., Tan, J. K., Kim, H., Ishikawa
    • Organizer
      Proceedings of 2011 11 th International Conference. on Control, Automation and Systems (ICCAS2011)
    • Place of Presentation
      韓国
    • Year and Date
      2011-10-28
  • [Presentation] Applying HOG feature to the detection and tracking of a human on a bicycle2011

    • Author(s)
      Jung, H., Tan, J. K., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of 2011 11 th Int. Conf. on Control, Automation and Systems (ICCAS2011)
    • Place of Presentation
      韓国
    • Year and Date
      2011-10-28
  • [Presentation] Multiple persons' action recognition by fast human detection2011

    • Author(s)
      Eftakhar, S. M. A., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conference 2011
    • Place of Presentation
      東京
    • Year and Date
      2011-09-16
  • [Presentation] Detecting a human body direction using multiple-HOG2011

    • Author(s)
      Nakashima, Y., Tan, J. K., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings First International Symposium on Future Active Safety Technology toward Zero-traffic-accident
    • Place of Presentation
      東京
    • Year and Date
      2011-09-09
  • [Presentation] Detection of bicycle and bicycle's driving direction using HOG features2011

    • Author(s)
      Jung, Heewook, Tan, J.K., Hyoungseop Kim, Ishikawa, S.
    • Organizer
      Proceedings of the 16 th International Symposium on Artificial Life and Robotics
    • Place of Presentation
      別府
    • Year and Date
      2011-01-27
  • [Presentation] Separating Pedestrian at a traffic junction from the background detected from a car video2011

    • Author(s)
      Tan J. K., Makoto,M., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of the International Workshop on Advanced Image Technology
    • Place of Presentation
      インドネシア
    • Year and Date
      2011-01-07
  • [Presentation] Solving boundary problem of the motion database for improved human motion recognition2010

    • Author(s)
      Eftakhar, S.M.A.,, Tan, J.K., Hyoungseop Kim, Ishikawa, S.
    • Organizer
      Proceedings of the 6th International Conference on Electrical and Computer Engineering(ICECE)
    • Place of Presentation
      バングラデシュ
    • Year and Date
      2010-12-18
  • [Presentation] Recognition human motions from surrounding viewpoints employing hierarchical eigenspaces2010

    • Author(s)
      Eftakhar, S.M.A., Tan, J.K., Hyoungseop Kim, Ishikawa, S.
    • Organizer
      Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision
    • Place of Presentation
      シンガポール
    • Year and Date
      2010-12-05
  • [Presentation] 交差点右折時における移動物体の 検出2010

    • Author(s)
      園田信一郎, タン ジュークイ, 金亨燮, 石川聖
    • Organizer
      第29回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      宮崎
    • Year and Date
      2010-12-04
  • [Presentation] ステレオカメラ映像を用いた歩行 者群の分離2010

    • Author(s)
      川部満久,タン ジュークイ,金亨燮, 石川聖
    • Organizer
      第29回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      宮崎
    • Year and Date
      2010-12-04
  • [Presentation] 車載カメラ映像を用いた人対車両環境認識2010

    • Author(s)
      中島佑樹, タン ジュークイ,石川聖二, 森江隆
    • Organizer
      第29回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      宮崎
    • Year and Date
      2010-12-04
  • [Presentation] Human motion recognition using directional motion history images2010

    • Author(s)
      Murakami,M., Tan, J.K., Hyoungseop Kim, Ishikawa, S.
    • Organizer
      Proceedings of International Conference on Control, Automation and Systems2010
    • Place of Presentation
      韓国
    • Year and Date
      2010-10-27
  • [Presentation] Extracting obstacles from a video taken by a moving camera2010

    • Author(s)
      Qian, S., Tan, J.K., Kim, H., Ishikawa, S., Morie, T.
    • Organizer
      Proceedings of the 23th Annual Conference of Biomedical Fuzzy Association
    • Place of Presentation
      福岡
    • Year and Date
      2010-10-09
  • [Presentation] Viewpoint-oriented human activity recognition in a cluttered outdoor environment2010

    • Author(s)
      Eftakhar, S.M.A., Tan, J.K., Hyoungseop Kim, Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conference 2010
    • Place of Presentation
      台湾
    • Year and Date
      2010-08-18
  • [Remarks]

    • URL

      http://www.tobata.kyutech.ac.jp/professor/joo_kooi_tan

  • [Patent(Industrial Property Rights)] モーションキャプチャ方法2012

    • Inventor(s)
      石川聖二,タン ジュークイ
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特許第4934810 号
    • Filing Date
      2012-03-02
  • [Patent(Industrial Property Rights)] 動体の動作認識方法2012

    • Inventor(s)
      石川聖二,タン ジュークイ
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特許第4929460 号
    • Filing Date
      2012-02-24
  • [Patent(Industrial Property Rights)] 物体の検出方法及びその方法を用いた物体の検出装置2011

    • Inventor(s)
      タン ジュークイ,石川聖二,江原 悠介,森江隆
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特願 2011-265081
    • Acquisition Date
      2011-12-02
  • [Patent(Industrial Property Rights)] 物体の検出方法及びその方法を用いた物体の検出装置2011

    • Inventor(s)
      石川聖二,タン ジュークイ,中島 祐樹,森江隆
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特願 KKD18236 10063PCT
    • Acquisition Date
      2011-12-02
    • Overseas
  • [Patent(Industrial Property Rights)] 動体の動作判別方法2011

    • Inventor(s)
      石川聖二,タン ジュークイ
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特許第4802330 号
    • Filing Date
      2011-08-19
  • [Patent(Industrial Property Rights)] 物物体の検出方法及びその方法を用いた物体の検出装置2010

    • Inventor(s)
      石川聖二,タン ジュークイ,中島 祐樹,森江隆
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特願 2010-265402
    • Acquisition Date
      2010-11-29
  • [Patent(Industrial Property Rights)] 物体の検出装置及びその検出方法2010

    • Inventor(s)
      石川聖二,タン ジュークイ,中島祐樹,森江隆
    • Industrial Property Rights Holder
      九州工業大学
    • Industrial Property Number
      特願 2010-119587
    • Acquisition Date
      2010-05-25

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Published: 2014-08-29  

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