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Development of a Self-virtual Eye Imparting Technique to a Visually Impaired Person

Research Project

Project/Area Number 25350477
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Tan JooKooi  九州工業大学, 大学院工学研究院, 准教授 (40363395)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords自己装着カメラ / 自己視点 / マイ ビジョン / 特有情報 / 安全情報 / 環境・空間動態解析 / MY VISION / 自己装着カメラ映像
Outline of Final Research Achievements

People use visual sensation most among the five senses and acquire a wide variety of visual information from it. On the other hand, unlike ordinary people, visually impaired people cannot obtain information through eyesight and consequently their activity is greatly limited. In this study, employing self-virtual view of a visually impaired person in various walking environments, we propose a method of detecting, recognizing and tracking static, moving and specific moving objects in the view. Also we propose a method of providing the visually impaired person with the obtained results as the information on his/her walking environment.
In this project report, the proposed method is summarized, and their effectiveness is shown by the experiments employing the videos taken in real walking environments under various weather conditions and different time periods.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (51 results)

All 2016 2015 2014 2013 Other

All Journal Article (16 results) (of which Peer Reviewed: 16 results,  Open Access: 10 results,  Acknowledgement Compliant: 8 results) Presentation (32 results) (of which Int'l Joint Research: 8 results) Book (1 results) Remarks (2 results)

  • [Journal Article] Detecting pedestrian and extracting their attributes from self-mounted camera views2016

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

      International Journal of Research and Surveys, ICIC Express Letters Part B: Application

      Volume: 7, 2 Pages: 279-286

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Traffic signs and signals detection employing the MY VISION system for a visually impaired person2016

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

      International Journal of Research and Surveys, ICIC Express Letters Part B: Application

      Volume: 7, 2 Pages: 385-399

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A method of detecting salient regions employing global and local saliency2016

    • Author(s)
      Kuwata, I., Tan, J. K., Kim, H., Ishikawa, S.
    • Journal Title

      International Journal of Research and Surveys, ICIC Express Letters Part B: Application

      Volume: 7, 3 Pages: 555-561

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] SpatioTemporal LBP and shape feature for human activity representation and recognition2016

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

      International Journal of Innovative Computing, Information and Control

      Volume: 12, 1 Pages: 1-13

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Human action representation and recognition: An approach to histogram od spatiotemporal templates2015

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

      International Journal of Innovative Computing, Information and Control

      Volume: 11, 6 Pages: 1855-1867

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] High-precision real-time correction sounding system using MEMS Inertial Measurement Units2015

    • Author(s)
      丹 康弘,タン ジュークイ,石川 聖二
    • Journal Title

      Journal of the Japan Society of Naval Architects and Ocean Engineers

      Volume: 21 Issue: 0 Pages: 75-81

    • DOI

      10.2534/jjasnaoe.21.75

    • NAID

      130005103491

    • ISSN
      1880-3717, 1881-1760
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Temporal analysis for fast motion detection in crowd2015

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

      Journal of Artificial Life Robotics(Springer)

      Volume: 20, 1 Issue: 1 Pages: 56-61

    • DOI

      10.1007/s10015-014-0195-4

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Comparing effectiveness of feature detectors in obstacles detection from video2014

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

      Journal of Robotics, Networking and Artificial Life

      Volume: 1, No.3 Issue: 3 Pages: 184-188

    • DOI

      10.2991/jrnal.2014.1.3.3

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A visualization system of scaler stroke motion2014

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

      Journal of Biomedical Soft Computing and Human Sciences

      Volume: 19, No.2 Pages: 19-26

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multiple-window bag of features for road environment recognition2014

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

      Journal of Robotics, Networking and Artificial Life

      Volume: 1, No.2 Issue: 2 Pages: 160-163

    • DOI

      10.2991/jrnal.2014.1.2.13

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A saliency detection technique considering self- and mutual-information2014

    • Author(s)
      Boudissa, A., Tan, J.K., Kim, H., Shinomiya, T., Ishikawa, S
    • Journal Title

      International Journal of Biomedical Soft Computing and Human Sciences

      Volume: 印刷中

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] M-HOG特徴量と色相の共起情報を用いた人検出法2014

    • Author(s)
      中島佑樹,タン ジュークイ,金 亨燮,森江 隆,石川聖二
    • Journal Title

      バイオメディカル・ファジィ・システム学会誌

      Volume: 印刷中

    • NAID

      110009818163

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Detection of a bicycle in video images using MSC-HOG feature2014

    • Author(s)
      Jung, H., Ehara, Y., Tan, J.K., Kim, H., Ishikawa, S.
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 10, 2 Pages: 521-533

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] ブースティングによる機械学習に基づく海底物体の検出2013

    • Author(s)
      丹 康弘,タン ジュークイ,金 亨燮,石川聖二
    • Journal Title

      日本船舶海洋工学会論文集

      Volume: 18 Pages: 115-121

    • NAID

      40020073340

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Novel Pedestrian Detector on Low-Resolution Images: Gradient LBP Using Patterns of Oriented Edges2013

    • Author(s)
      Boudissa, A., Tan, J.K., Kim, H., Ishikawa, S., Shinomiya, T
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E96.D Issue: 12 Pages: 2882-2887

    • DOI

      10.1587/transinf.E96.D.2882

    • NAID

      130003385463

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Road region estimation and obstacles extraction using a monocular camera2013

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

      International Journal of Innovative Computing, Information and Control

      Volume: 9,9 Pages: 3561-3572

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Boundary aware regional contrast based visual saliency detection2016

    • Author(s)
      Ahsan,S. M., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of The Twenty-First International Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-Con Plaza, Oita
    • Year and Date
      2016-01-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Moving objects detection from dynamic backgrounds2016

    • Author(s)
      FX A Setyawan, Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of The Twenty-First International Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-Con Plaza, Oita
    • Year and Date
      2016-01-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 自己装着カメラ映像を用いた歩行環境の解析2015

    • Author(s)
      室園 響子,タン ジュークイ,金 亨燮,石川 聖二
    • Organizer
      第34回SICE九州支部学術講演会
    • Place of Presentation
      福岡工業大学, 福岡
    • Year and Date
      2015-11-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 色分布を用いた自己装着カメラからの指文字認識2015

    • Author(s)
      平川 学,タン ジュークイ,金 亨燮,石川 聖二
    • Organizer
      バイオメディカル・ファジイ・システム学会年次大会
    • Place of Presentation
      東海大学, 熊本
    • Year and Date
      2015-11-21
    • Related Report
      2015 Annual Research Report
  • [Presentation] 拡張型 MHI を用いた人の動作認識2015

    • Author(s)
      山下 陽太郎,タン ジュークイ,金 亨燮,石川 聖二
    • Organizer
      バイオメディカル・ファジイ・システム学会年次大会
    • Place of Presentation
      東海大学, 熊本
    • Year and Date
      2015-11-21
    • Related Report
      2015 Annual Research Report
  • [Presentation] Comparison of Feature Extraction Methods for Head Recognition2015

    • Author(s)
      Panca, M.,Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      IEEE Proceedings of International Electronics Symposium (IES2015)
    • Place of Presentation
      Surabaya, Indonesia
    • Year and Date
      2015-09-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Pedestrians detection and extracting their attributes by a Self-wearable camera2015

    • Author(s)
      Sakai, R., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of The Tenth International Conference on Innovative Computing, Information and Control (ICICIC2015)
    • Place of Presentation
      Dalian, China
    • Year and Date
      2015-08-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A method of traffic sign detection from ego camera images2015

    • Author(s)
      Kumano, T., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of The Tenth International Conference on Innovative Computing, Information and Control (ICICIC2015)
    • Place of Presentation
      Dalian, China
    • Year and Date
      2015-08-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detection of prominent regions using global and local saliency measurements2015

    • Author(s)
      Kuwata, I., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of The Tenth International Conference on Innovative Computing, Information and Control (ICICIC2015)
    • Place of Presentation
      Dalian, China
    • Year and Date
      2015-08-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Identification of a person based on gait recognition2015

    • Author(s)
      Murayama, J., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conference 2015
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detecting a taxi from a video for visually handicapped people2015

    • Author(s)
      Nishimura, A., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conference 2015
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Human detection based on salient region2015

    • Author(s)
      Gu, T. L., Tan, J. K., Kim, H., Ishikawa S.
    • Organizer
      2015 Joint Conference of IWAIT and IFMIA
    • Place of Presentation
      台湾(University Tainan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Fast motion detection based on correlation2015

    • Author(s)
      Panca, M., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the International Conference on Artificial Life and Robotics ICAROB
    • Place of Presentation
      大分(Horuto Hall)
    • Year and Date
      2015-01-10 – 2015-01-11
    • Related Report
      2014 Research-status Report
  • [Presentation] Detecting moving objects on a video having a dynamic background2015

    • Author(s)
      Arinto, Fx., S., Tan, J. K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the International Conference on Artificial Life and Robotics ICAROB
    • Place of Presentation
      大分(Horuto Hall)
    • Year and Date
      2015-01-10 – 2015-01-11
    • Related Report
      2014 Research-status Report
  • [Presentation] Histogram of spatio temporal local binary patterns for human action recognition2014

    • Author(s)
      Ahsan, S. M., Tan, J. K., Kim, H., Ishikawa S.
    • Organizer
      Proceedings of the Joint 6th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)
    • Place of Presentation
      北九州(国際会議場)
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Human detection using a salient region2014

    • Author(s)
      Gu, T. L., Tan, J. K., Kim, H., Ishikawa S.
    • Organizer
      Proceedings of the Joint 6th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)
    • Place of Presentation
      北九州(国際会議場)
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] A pedestrian detection method using the extension of the HOG feature2014

    • Author(s)
      Nakashima, Y., Tan, J. K., Kim, H., Ishikawa S.
    • Organizer
      Proceedings of the Joint 6th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)
    • Place of Presentation
      北九州(国際会議場)
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Different entities detection in a video2014

    • Author(s)
      Panca, M., Arinto, S. FX., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of the 27th Annual Conference of Biomedical Fuzzy System Association
    • Place of Presentation
      東京(昭和大学)
    • Year and Date
      2014-11-15 – 2014-11-16
    • Related Report
      2014 Research-status Report
  • [Presentation] 自己視点映像による歩行者検出とそれに基づく特有情報の抽出2014

    • Author(s)
      酒井隆一,タンジュークイ,金亨燮,石川聖二
    • Organizer
      第27回バイオメディカル・ファジイ・システム学会年次大会 講演論文集
    • Place of Presentation
      東京(昭和大学)
    • Year and Date
      2014-11-15 – 2014-11-16
    • Related Report
      2014 Research-status Report
  • [Presentation] 自己装着カメラ映像からの信号標識の検出2014

    • Author(s)
      熊野貴大,タンジュークイ,金亨燮,石川聖二
    • Organizer
      第27回バイオメディカル・ファジイ・システム学会年次大会 講演論文集
    • Place of Presentation
      東京(昭和大学)
    • Year and Date
      2014-11-15 – 2014-11-16
    • Related Report
      2014 Research-status Report
  • [Presentation] Histogram of DMHI and LBP images to represent human actions2014

    • Author(s)
      Ahsan, S. M., Tan, J. K., Kim, H., Ishikawa S.
    • Organizer
      Proceedings of the IEEE International conference on Images Processing
    • Place of Presentation
      フランス(パリ:CNTL国際会議場)
    • Year and Date
      2014-10-27 – 2014-10-30
    • Related Report
      2014 Research-status Report
  • [Presentation] Head detection and tracking for an intelligent room2014

    • Author(s)
      Panca, M., Tan, J.K., Kim, HS., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conference
    • Place of Presentation
      北海道(札幌:北海道大学)
    • Year and Date
      2014-09-09 – 2014-09-12
    • Related Report
      2014 Research-status Report
  • [Presentation] Comparison of feature detectors for obstacles detection2014

    • Author(s)
      Qian, S., Tan, J.K., Kim, H. S., Ishikawa, S., Morie, T., Shinomiya, T.
    • Organizer
      Proceedings of Int. Conf. on Artificial Life and Robotics (ICAROB2014)
    • Place of Presentation
      Oita
    • Related Report
      2013 Research-status Report
  • [Presentation] Recognizing a road environment using multiple-window bag of features2014

    • Author(s)
      Morita, S., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of Int. Conf. on Artificial Life and Robotics (ICAROB2014)
    • Place of Presentation
      Oita
    • Related Report
      2013 Research-status Report
  • [Presentation] Automatic classification of the seabed sediments based on HLAC2013

    • Author(s)
      Tan, Y., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of 2013 IEEE/SICE Int. Sympo. on System Integration (SII2013)
    • Place of Presentation
      Kobe
    • Related Report
      2013 Research-status Report
  • [Presentation] Recognizing human actions using histogram of local binary patterns2013

    • Author(s)
      Sk, Md. M. Ahsan, Tan, J.K., H. Kim, S. Ishikawa
    • Organizer
      Proceedings of 2013 IEEE/SICE Int. Sympo. on System Integration (SII2013)
    • Place of Presentation
      Kobe
    • Related Report
      2013 Research-status Report
  • [Presentation] 3-D recovery of a non-rigid object from a single camera view employing multiple coordinates representation2013

    • Author(s)
      Ishikawa, Sh., Tan, J.K., Kim, H., Ishikawa, S.
    • Organizer
      Proceedings of 2013 2nd IAPR Asian Conf. on Pattern Recognition: Recent Advances in Computer Vision and Pattern Recognition (RACVPR)
    • Place of Presentation
      Naha
    • Related Report
      2013 Research-status Report
  • [Presentation] Detection of underwater objects based on machine learning2013

    • Author(s)
      Tan, Y., Tan, J.K., Kim, H. S., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conf. 2013
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Research-status Report
  • [Presentation] Detecting foreground objects by sequential background inference in video captured by a moving camera2013

    • Author(s)
      Setyawan, F. X. A., Tan, J.K.., Kim, H. S., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conf. 2013
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Research-status Report
  • [Presentation] Classifying 2D and 3D objects on a road employing the road plane2013

    • Author(s)
      Qian, S., Tan, J.K., Kim, H. S., Ishikawa, S., Morie, T., Shinomiya, T.
    • Organizer
      Proceedings of SICE Annual Conf. 2013
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Research-status Report
  • [Presentation] Abnormal motion detection in an occlusion environment2013

    • Author(s)
      Mudjirahardjo, P., Tan, J.K., Kim, H. S., Ishikawa, S.
    • Organizer
      Proceedings of SICE Annual Conf. 2013
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Research-status Report
  • [Presentation] A novel saliency measure using combined spatial redundancy and local appearance2013

    • Author(s)
      Boudissa, A., Tan, J.K., Kim, H., Ishikawa, S., Shinomiya, T
    • Organizer
      Proceedings of IAPR Int. Conf. on Machine Vision Applications (MVA2013)
    • Place of Presentation
      Kyoto
    • Related Report
      2013 Research-status Report
  • [Book] Lecture Notes in Computer Science: Computer Analysis of Images and Patterns (15th International Conference, CAIP 2013, York, UK, Part II)2013

    • Author(s)
      Boudissa, A., Tan, J.K., Mikolajczyk, K., Kim, H., Ishikawa, S.
    • Publisher
      Springer Berlin Heidelberg
    • Related Report
      2013 Research-status Report
  • [Remarks] タン研究室(TanLab Laboratory)

    • URL

      http://lab.cntl.kyutech.ac.jp/~etheltan/

    • Related Report
      2015 Annual Research Report
  • [Remarks] タン研究室 研究内容紹介

    • URL

      http://lab.cntl.kyutech.ac.jp/~etheltan/research/index.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

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