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High Accuracy Bayesian Authentication Algorithm with Hyperspectral Imaging Data

Research Project

Project/Area Number 22560394
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Communication/Network engineering
Research InstitutionWaseda University

Principal Investigator

MATSUMOTO Takashi  早稲田大学, 理工学術院, 教授 (80063767)

Co-Investigator(Kenkyū-buntansha) MURAMATSU Daigo  成蹊大学, 理工学部, 助教 (00386624)
Co-Investigator(Renkei-kenkyūsha) MURAMATSU Daigo  大阪大学, 産業科学研究所, 特任講師 (00386624)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords信号処理 / 生体認証 / Bayes 学習 / セキュリテイ / ハイパースペクトル・データキューブ / バイオメトリック個人認証 / hyperspectral imaging / 認証アルゴリズム / Bayes学習
Research Abstract

Biometrics is becoming an active research area due to the importance of the security issues in the contemporary societies. This study attempted to conduct biometric authentication using high spectral resolution palm images. The acquired data was different from those images obtained by a digital camera in that each spectrally resolved image contained distributions of biological substances at each wavelength. Even though the equipment was developed for medical applications, the experimental results showed EER of 0.62%. This appears to indicate possibility of the present system for biometric authentication.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (15 results)

All 2013 2012 2011 2010 Other

All Presentation (11 results) Remarks (4 results)

  • [Presentation] 0.93nm 波長解像度ハイパースペクトラル Datacube 生体認証2013

    • Author(s)
      佐藤優太、赤澤史嗣、村松大吾、松本隆、中村厚、宗田孝之
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岐阜
    • Year and Date
      2013-03-20
    • Related Report
      2012 Final Research Report
  • [Presentation] An Authentication Method by High Spectral Resolution Palm Datacube2013

    • Author(s)
      Yuta Sato, Fumitsugu Akazawa, Daigo Atsushi Nakamura and Takayuki Sota
    • Organizer
      ICBAKE2013
    • Place of Presentation
      Tokyo
    • Related Report
      2012 Final Research Report
  • [Presentation] 0.93nm波長解像度ハイパースペクトラルDatacube生体認証2013

    • Author(s)
      佐藤優太、赤澤史嗣、村松大吾、松本隆、中村厚、宗田孝之
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      岐阜、岐阜大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 0.93nm スペクトル解像度ハイパースペクトラル Datacube 生体認証の試み2012

    • Author(s)
      赤沢史嗣、村松大吾、佐藤優太、松本隆、中村厚、宗田孝之
    • Organizer
      電子情報通信学会バイオメトリクス研究会 (BioX)
    • Place of Presentation
      東京
    • Year and Date
      2012-08-27
    • Related Report
      2012 Final Research Report
  • [Presentation] 0.93nmスペクトル解像度ハイパースペクトラルDatacube生体認証の試み2012

    • Author(s)
      赤沢史嗣,村松大吾, 佐藤優太, 松本 隆, 中村 厚, 宗田孝
    • Organizer
      電子情報通信学会 バイオメトリクス研究会(BioX)
    • Place of Presentation
      東京、早稲田大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 可視光/NIR 帯域1nm¥lambda 解像度大量画像データからの個人特徴抽出2011

    • Author(s)
      村松大吾、赤沢史嗣、白土聡。松本隆、中村厚、宗田孝之
    • Organizer
      第1回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2011-11-22
    • Related Report
      2012 Final Research Report
  • [Presentation] 可視光/NIK帯域1nm¥lambda解像度大量画像データからの個人特徴抽出2011

    • Author(s)
      村松大石、赤沢史嗣、白士聡、松本隆、中村厚、宗田孝之
    • Organizer
      第1回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      東京理科大学(東京)
    • Year and Date
      2011-11-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] Image-based Biometric Authentication Methods2011

    • Author(s)
      T.Matsumoto, A.Nakamura, D.Muramatsu, T.Sota
    • Organizer
      Second World Congress on Forensics
    • Place of Presentation
      Chongqing, China, p.37
    • Year and Date
      2011-10-17
    • Related Report
      2012 Final Research Report
  • [Presentation] Image-based Biometric Authentication Methods2011

    • Author(s)
      T.Matsumoto, A.Nakamura, D.Muramatsu, T.Sota
    • Organizer
      World Congress on Forensics 2011
    • Place of Presentation
      Chongqing, China
    • Year and Date
      2011-10-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] Random Forgery Attacks against DTW-Based Online Signature Verification Algorithm2011

    • Author(s)
      D.Muramatsu
    • Organizer
      The 26th Symposium On Applied Computing
    • Place of Presentation
      Taiwan
    • Year and Date
      2011-03-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] ディリクレ過程事前分布を用いた一般物体認識のための確率生成モデルの拡張と推定法2010

    • Author(s)
      能鹿島武志, 徳田貴昭, 中田洋平, 松本隆
    • Organizer
      MIRU2010
    • Place of Presentation
      釧路
    • Year and Date
      2010-07-27
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.matsumoto.elec.waseda.ac.jp/

    • Related Report
      2012 Final Research Report
  • [Remarks] Takashi Matsumoto Laboratory

    • URL

      http://www.matsumoto.elec.waseda.ac.jp/

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.matsumoto.elec.waseda.ac.jp/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.matsumoto.elec.waseda.ac.jp/

    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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