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Real-time personal identification at night

Research Project

Project/Area Number 26330190
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionNiigata University

Principal Investigator

Yamamoto Masanobu  新潟大学, 自然科学系, フェロー (00242397)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsパターン認識 / 個人認証 / 夜間 / Kinect / 歩行動作 / 身体サイズ / セキュリティ / 固有平面 / 遠赤外線センサ / 遠赤外線カメラ / 赤外線センサ
Outline of Final Research Achievements

This research proposed a personal identification method using body motion data and size data obtained from the Kinect sensor. This method is used in the night. From the motion data, personal identification is performed in an eigenspace smaller than the actual parameter space. In this case, the calculation efficiency is further improved by using several 2D eigenplanes. This method is called a higher order eigenspace method. On the other hand, from the size data, the nearest neighbor method based on Euclidean distance has the highest identification rate. In addition, the identification rate is more improved by a strong classifier to be determined by the minimum sum of ranks from the higher order eigenspace method and the nearest neighbor method.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report

Research Products

(12 results)

All 2018 2017 2016 2015 2014 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 5 results,  Acknowledgement Compliant: 4 results) Presentation (4 results) (of which Int'l Joint Research: 1 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Multiple Regressive Analysis of Skillful Polishing Operation of Aircraft Wings2017

    • Author(s)
      佐藤真悟、田中秀明、山本正信
    • Journal Title

      IEEJ Trans. EIS

      Volume: 137巻、7号 Issue: 7 Pages: 948-956

    • DOI

      10.1541/ieejeiss.137.948

    • NAID

      130006846106

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Configuration of Far-Infrared Hyperstereo Camera System for Correct Brake Timing in Far-Stereoscopic Driving of Vehicle2016

    • Author(s)
      水津俊介,遠藤孝彬,山本正信
    • Journal Title

      Eizo Joho Media Gakkaishi

      Volume: 70 Issue: 8 Pages: J191-J199

    • DOI

      10.3169/itej.70.j191

      10.3169/itej.70.J191

    • NAID

      130005165447

    • ISSN
      1342-6907, 1881-6908
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Does Action Have to Relate to Speech?2016

    • Author(s)
      Masanobu Yamamoto, Ryohei Suzuki
    • Journal Title

      Proceeding of SIGGRAPH ASIA 2016 Posters

      Volume: SA'16

    • DOI

      10.1145/3005274.3005321

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] HMMによる電子掲示板からのトークアニメの生成2015

    • Author(s)
      加藤和輝,今村友哉,石本貴康,渡部郁美,山本正信
    • Journal Title

      情報処理学会論文誌

      Volume: 56 Pages: 1680-1690

    • NAID

      170000130697

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Wide-range motion capture from panning multi-view cameras2015

    • Author(s)
      Daisuke Kobayashi, Masanobu Yamamoto
    • Journal Title

      Proceeding SIGGRAPH Asia 2015 Posters

      Volume: SA '15

    • DOI

      10.1145/2820926.2820949

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Determining Pose of Intertwisting Human Bodies from Multiple Camera Views2014

    • Author(s)
      山本正信,磯野誠也,和田悠希
    • Journal Title

      Eizo Joho Media Gakkaishi

      Volume: 68 Issue: 8 Pages: J358-J370

    • DOI

      10.3169/itej.68.j358

      10.3169/itej.68.J358

    • NAID

      130004747741

    • ISSN
      1342-6907, 1881-6908
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 可動多視点カメラからの広領域モーションキャプチャ2018

    • Author(s)
      小林大将、五十嵐崇、山本正信
    • Organizer
      電子情報通信学会PRMU研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Development of 3D night driving assistance system for disaster rescue vehicle2015

    • Author(s)
      Syunsuke Suidu, Takaaki Endo, Masanobu Yamamoto
    • Organizer
      The 1st International Conference on Advanced Imaging
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2015-06-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Kinectで測定された夜間における歩行動作からの個人認証2015

    • Author(s)
      遠山卓也、山本正信
    • Organizer
      電子情報通信学会バイオメトリクス研究会
    • Place of Presentation
      慶応大学矢上キャンパス
    • Year and Date
      2015-03-19 – 2015-03-20
    • Related Report
      2014 Research-status Report
  • [Presentation] 3Dテレビを用いた災害救助用車両用夜間運転支援システムの開発2015

    • Author(s)
      水津俊介、遠藤孝彬、山本正信
    • Organizer
      電子情報通信学会2015年総合大会
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Book] 人工知能学大事典2017

    • Author(s)
      山本正信他多数
    • Total Pages
      1600
    • Publisher
      共立出版
    • ISBN
      9784320124202
    • Related Report
      2017 Annual Research Report
  • [Remarks] 絡み合った身体動作のモーションキャプチャ

    • URL

      http://www.vision.ie.niigata-u.ac.jp/motion-capture-wrestling.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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