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Study on privacy preserving detection system of a person's state using depth information

Research Project

Project/Area Number 15K21197
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Rehabilitation science/Welfare engineering
Research InstitutionYamaguchi University

Principal Investigator

NAKASHIMA Shota  山口大学, 創成科学研究科, 講師 (20580963)

Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywords輝度分布センサ / Obrid-Sensor / 人物状態推定 / プライバシー保護 / 見守りシステム / 医療福祉 / 人物位置推定
Outline of Final Research Achievements

In this study, using the developed one-dimensional brightness distribution sensor which detects a person's state without privacy violation, a method that automatically sets a threshold to distinguish the state of standing up and falling down was proposed. Furthermore, using the developed sensor, the depth measurement method was also realized. Thus, by combining this method with the automatic thresholding method, a method that can detect the person's state regardless of the depth distance changes from the sensor was proposed. According to experimental results in the research, a practical and robust sensing system that can detect the state of a person was achieved.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (42 results)

All 2017 2016 2015

All Journal Article (8 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 8 results,  Open Access: 1 results) Presentation (30 results) (of which Int'l Joint Research: 11 results) Book (1 results) Patent(Industrial Property Rights) (3 results)

  • [Journal Article] Slit-Type One-dimensional Brightness Distribution Sensor for Object Tracking2017

    • Author(s)
      Shota Nakashima, Shenglin Mu, Shingo Aramaki, Yuhki Kitazono, and Kanya Tanaka
    • Journal Title

      Computers and Electrical Engineering

      Volume: 印刷中

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Underwater Image Super-resolution by Descattering and Fusion2017

    • Author(s)
      Huimin Lu, Yujie Li; Shota Nakashima; Hyongseop Kim, and Seiichi Serikawa
    • Journal Title

      IEEE Access

      Volume: 印刷中

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Meal Assistance Robot Operated by Detecting Voluntary Closed Eye2016

    • Author(s)
      Hiromasa Tomimoto, Shenlin Mu, Kanya Tanaka, Shota Nakashima and Kazuo Haruyama
    • Journal Title

      Journal of the Institute of Industrial Applications Engineers

      Volume: 4 Issue: 3 Pages: 106-111

    • DOI

      10.12792/jiiae.4.106

    • NAID

      40021221617

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Application of Ultrasonic Sensors in Road Surface Condition Distinction Methods2016

    • Author(s)
      Shota Nakashima, Shingo Aramaki, Yuhki Kitazono, Shenglin Mu, Kanya Tanaka, and Seiichi Serikawa
    • Journal Title

      Sensors

      Volume: 16 Issue: 10 Pages: 1678-1678

    • DOI

      10.3390/s16101678

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Turbidity Underwater Image Restoration Using Spectral Properties and Light Compensation2016

    • Author(s)
      Huimin Lu, Yujie Li, Shota Nakashima, and Seiichi Serikawa
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E99.D Issue: 1 Pages: 219-227

    • DOI

      10.1587/transinf.2014EDP7405

    • NAID

      130005116181

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sealant Inspection System with Ambient Light Reduction Using YCbCr Color Space and Cyan Light2015

    • Author(s)
      Shingo Aramaki, Yuichi Hara, Yoshiyuki Daimaru, Shenglin Mu, Shota Nakashima, Kanya Tanaka, and Atsushi Sanada
    • Journal Title

      Journal of the Institute of Industrial Applications Engineers

      Volume: 3 Issue: 2 Pages: 65-71

    • DOI

      10.12792/jiiae.3.65

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Single image dehazing through improved atmospheric light estimation2015

    • Author(s)
      Huimin Lu, Yujie Li, Shota Nakashima, and Seiichi Serikawa
    • Journal Title

      Multimedia Tools and Applications

      Volume: - Issue: 24 Pages: 1-16

    • DOI

      10.1007/s11042-015-2977-7

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 目で操作する上肢障害者用食事支援ロボット2015

    • Author(s)
      冨本悠公,田中幹也,桐原正敬,中島翔太,春山和男
    • Journal Title

      ライフサポート

      Volume: 27 Pages: 132-137

    • NAID

      130005450177

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] Experimental Study on Control of Ultrasonic Motor Using Intelligent,Algorithms2017

    • Author(s)
      Shenglin Mu, Kanya Tanaka, Shota Nakashima, and Shingo Aramaki
    • Organizer
      Proceedings of 2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP2017)
    • Place of Presentation
      Guam (USA)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Experimental Study on a Hybrid Control Method using Neural Networks with Particle Swarm Optimization2016

    • Author(s)
      Shenglin Mu, Kanya Tanaka, Shota Nakashima, Shingo Aramaki, Hiromasa Tomimoto, Hiroshi Shibata, Hiroshi Ohwada, Shinichi Imai
    • Organizer
      Proceedings of the 4th IIAE International Conference on Industrial Application Engineering 2016
    • Place of Presentation
      B-Con Plaza (大分県別府市)
    • Year and Date
      2016-03-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Meal Assistance Robot with Blink Operation Interface2016

    • Author(s)
      Hiromasa Tomimoto, Masataka Kirihara, Shenglin Mu, Shota Nakashima, Kanya Tanaka, Kazuo Haruyama
    • Organizer
      Proceedings of the 4th IIAE International Conference on Industrial Application Engineering 2016
    • Place of Presentation
      B-Con Plaza (大分県別府市)
    • Year and Date
      2016-03-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Depth Measurement Method using Perspective to Single Obrid-Sensor2016

    • Author(s)
      Shingo Aramaki, Kenkichiro Okamoto, Shenglin Mu, Kanya Tanaka, and Shota Nakashima
    • Organizer
      Proceedings of 2016 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      The Hilton Waikiki Beach Hotel, Honolulu, Hawaii, USA
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Comparison of Intelligent PID Control of Ultrasonic Motor forWelfare Applications2016

    • Author(s)
      Shenglin Mu, Kanya Tanaka, Shota Nakashima, Hiromasa Tomimoto, Shingo Aramaki
    • Organizer
      Proceedings of 2016 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Place of Presentation
      The Hilton Waikiki Beach Hotel, Honolulu, Hawaii, USA
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Road Surface Condition Distinction Method using Reflection Intensities Obtained by Ultrasonic Sensor2016

    • Author(s)
      Shota Nakashima, Shingo Aramaki, Yuhki Kitazono, Shenglin Mu, Kanya Tanaka, and Seiichi Serikawa
    • Organizer
      Proceedings of 2016 IEEE International Symposium on Computer, Consumer and Control (IS3C2016)
    • Place of Presentation
      Xi'an (China)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Danger Condtion Detection by Using Acceleration Sensor in Smartphone2016

    • Author(s)
      Muhammad Khairul Nizar Khairuddin, Hiromasa Tomimoto, Kazuhiro Nakamoto, Shenglin Mu, Shota Nakashima, Hiroshi Nakamura, and Kanya Tanaka
    • Organizer
      Proceedings of the 4th IIAE International Conference on Intelligent Systems and Image Processing 2016 (ICISIP2016)
    • Place of Presentation
      Kyoto International Community House(京都府京都市)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Proposal of Fall Down Detection Method using Shape of Feature Quantity Obtained by Obrid-Sensor2016

    • Author(s)
      Shingo Aramaki, Yudai Moriyoshi, Shenglin Mu, Kanya Tanaka, and Shota Nakashima
    • Organizer
      2016 IEEE Region 10 Conference (TENCON) - Proceedings of the International Conference
    • Place of Presentation
      Singapore (Singapore)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] カラーパターン照明とYCbCr色空間を用いたシーリング剤領域抽出法の提案2016

    • Author(s)
      荒牧真悟,中島翔太,田中幹也,眞田篤
    • Organizer
      電子情報通信学会技術研究報告(信学技報)IEICE Technical Report
    • Place of Presentation
      九州工業大学(福岡県北九州市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 一次元輝度分布センサを用いた浴室における状態推定法の提案2016

    • Author(s)
      荒牧真悟,森吉雄大,穆盛林,田中幹也,中島翔太
    • Organizer
      LIFE2016(生活生命支援医療福祉工学系連合大会2016)
    • Place of Presentation
      東北大学青葉山キャンパス(宮城県仙台市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 食事支援ロボットの安全管理システムの研究2016

    • Author(s)
      冨本悠公,田中幹也,中島翔太,穆盛林,春山和男,中村浩士
    • Organizer
      LIFE2016(生活生命支援医療福祉工学系連合大会2016)
    • Place of Presentation
      東北大学青葉山キャンパス(宮城県仙台市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Kinectを用いた頭部で操作可能な食事支援ロボットに関する研究2016

    • Author(s)
      加藤健祐,田中幹也,中島翔太,冨本悠公
    • Organizer
      平成28年度(第67回)電気・情報関連学会中国支部連合大会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] スマートフォンを用いた危険状態検出システム2016

    • Author(s)
      Muhammad Khairul Nizar Khairuddin,冨本悠公,中本和宏,穆盛林,中島翔太,中村浩士,田中幹也
    • Organizer
      産業応用工学会全国大会2016 (IIAE2016)
    • Place of Presentation
      京都市国際交流会館(京都府京都市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 病院や福祉施設を想定した一次元輝度分布センサによる離床動作検知手法の提案2016

    • Author(s)
      森吉雄大,荒牧真悟,田村哲士,田中幹也,中島翔太
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 改良型PSOを用いた可変ゲインPID制御による超音波モータの位置決め制御2016

    • Author(s)
      山根卓也,穆盛林,中島翔太,田中幹也
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 一次元輝度分布センサを用いた人物抽出手法の提案2016

    • Author(s)
      杉村達也,荒牧真悟,田中幹也,中島翔太
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] スマートフォンを用いた呼吸数と心拍数の同時計測システム2016

    • Author(s)
      中本和宏,冨本悠公,穆盛林,中島翔太,中村浩士,田中幹也
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      広島大学(広島県東広島市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 一次元輝度分布センサにおける奥行き距離測定法の提案2015

    • Author(s)
      岡本賢吉朗,荒牧真悟,田中幹也,中島翔太
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      岡山理科大学 (岡山県岡山市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] スマートフォンを用いた単独作業者の転倒検知手法の提案2015

    • Author(s)
      中本和宏,冨本悠公,田中幹也,中島翔太
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      岡山理科大学 (岡山県岡山市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 音声認識による対話型食事支援ロボット2015

    • Author(s)
      加藤健祐,冨本悠公,田中幹也,中島翔太
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      岡山理科大学 (岡山県岡山市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 体導音センサを用いた呼吸数の測定2015

    • Author(s)
      田川智貴,田中幹也,中島翔太
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      岡山理科大学 (岡山県岡山市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 判別分析法による対象騒音と暗騒音の実用的分離法2015

    • Author(s)
      大藤康博,三谷康夫,田中幹也
    • Organizer
      第24回計測自動制御学会中国支部学術講演会
    • Place of Presentation
      岡山理科大学 (岡山県岡山市)
    • Year and Date
      2015-11-28
    • Related Report
      2015 Research-status Report
  • [Presentation] Intelligent control of USM using a modified NN with PSO2015

    • Author(s)
      Shenglin Mu, Kanya Tanaka, Shota Nakashima, Hiromosa Tomimoto, and Shingo Aramaki
    • Organizer
      Proceedings of the 2015 IEEE 4th Global Conference on Consumer Electronics
    • Place of Presentation
      Osaka International Convention Center Corporation (大阪府大阪市)
    • Year and Date
      2015-10-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 食事支援ロボットに実装するまばたき操作インターフェース2015

    • Author(s)
      半田祐也,中島翔太,田中幹也
    • Organizer
      電気情報関連学会中国支部連合学会2015
    • Place of Presentation
      山口大学 (山口県宇部市)
    • Year and Date
      2015-10-17
    • Related Report
      2015 Research-status Report
  • [Presentation] Recognition System of Foggy Windshield Side for Semi-automatic Run2015

    • Author(s)
      Takuya Hayashi, Shota Nakashima, Yuhki Kitazono
    • Organizer
      Proceedings of the 3rd IIAE International Conference on Intelligent Systems and Image Processing 2015
    • Place of Presentation
      Fukuoka University (福岡県福岡市)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 自動車の自動走行のためのガラス曇り面認識システム2015

    • Author(s)
      林卓哉・中島翔太・北園優希
    • Organizer
      産業応用工学会全国大会2015
    • Place of Presentation
      福岡大学 (福岡県福岡市)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 海底地形三次元復元のためデプスマップの超解像度化2015

    • Author(s)
      陸慧敏・柏尾洋平・古賀陽介・李玉潔・中島翔太・張力峰・ Joze Gunaf・芹川聖一
    • Organizer
      産業応用工学会全国大会2015
    • Place of Presentation
      福岡大学 (福岡県福岡市)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 一次元輝度分布センサを用いた離床検知システムの提案2015

    • Author(s)
      森吉雄大,荒牧真悟,中島翔太,田中幹也
    • Organizer
      産業応用工学会全国大会2015
    • Place of Presentation
      福岡大学 (福岡県福岡市)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 体導音センサを用いた脈拍計測と位置情報取得2015

    • Author(s)
      江鵬里,中島翔太,田中幹也
    • Organizer
      産業応用工学会全国大会2015
    • Place of Presentation
      福岡大学 (福岡県福岡市)
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report
  • [Presentation] Depth Measurement Method with Applying Stereo Vision to One-Dimensional Brightness Distribution Sensors2015

    • Author(s)
      Shota Nakashima, Shingo Aramaki, Tatsuya Ichikawa, Shenglin Mu, and Kanya Tanaka
    • Organizer
      Proceedings of the 4th International Conference on Informatics, Electronics & Vision
    • Place of Presentation
      Kitakyushu International Conference Center (福岡県北九州市)
    • Year and Date
      2015-06-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] Applied Computing and Information Technology, Studies in Computational Intelligence2016

    • Author(s)
      Tsubasa Sugimoto, Shota Nakashima and Yuhki Kitazono
    • Total Pages
      197
    • Publisher
      Springer
    • Related Report
      2016 Annual Research Report
  • [Patent(Industrial Property Rights)] 離床検知装置2016

    • Inventor(s)
      中島翔太,田村哲士
    • Industrial Property Rights Holder
      国立大学法人山口大学, ヒースト株式会社
    • Industrial Property Rights Type
      特許
    • Filing Date
      2016-10-05
    • Related Report
      2016 Annual Research Report
  • [Patent(Industrial Property Rights)] 奥行き検知システム及び方法2015

    • Inventor(s)
      中島翔太,田中幹也
    • Industrial Property Rights Holder
      国立大学法人山口大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2015-199663
    • Filing Date
      2015-10-07
    • Related Report
      2015 Research-status Report
  • [Patent(Industrial Property Rights)] 転倒状態検知システム及び方法2015

    • Inventor(s)
      中島翔太,田中幹也
    • Industrial Property Rights Holder
      国立大学法人山口大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2015-205726
    • Filing Date
      2015-10-19
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2018-12-17  

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