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Research of image processing which apply the surveillance camera image in police criminal investigation and trial proof effectively

Research Project

Project/Area Number 22300065
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionRitsumeikan University

Principal Investigator

YAMAUCHI Hironori  立命館大学, 理工学部, 教授 (10288623)

Co-Investigator(Renkei-kenkyūsha) FUKUMIZU Yohei  立命館大学, 理工学部, 助教 (60467008)
IZUMI Tomonori  立命館大学, 理工学部, 准教授 (30303887)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥14,690,000 (Direct Cost: ¥11,300,000、Indirect Cost: ¥3,390,000)
Fiscal Year 2012: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2011: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2010: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Keywords画像鑑定 / 防犯カメラ / 画像鮮明化 / 劣化数字認識 / 移動体検出 / 動画超解像 / 劣化画像改善 / ナンバープレート認識 / 不審行動検出 / 物体自動分類 / ナンバープレート読取 / 画像高解像 / 量子化ノイズ除去
Research Abstract

We got two advancements in the field of image processing captured by the surveillancecamera. The first is some image enhancement technologies. These consist ofhigh-resolution technologies, high-contrast technologies, and noise reductiontechnologies. The second is novel image analysis technologies. These include a precisemeasurement technology of human height, a number estimation technology from degradedimages of vehicle license plates, and a gender/age estimation technology of human. Bythese results, we can now apply the surveillance camera image in police criminalinvestigation and trial proof effectively.

Report

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

    (32 results)

All 2012 2011 2010

All Journal Article (14 results) (of which Peer Reviewed: 13 results) Presentation (18 results)

  • [Journal Article] Background Subtraction Method Based on Adaptive BP-RRC Mixture Model for Real-time Object Segmentation2012

    • Author(s)
      Yohei Fukumizu , Shinya Miyamori, Kazunori Saito, Hironori Yamauchi
    • Journal Title

      映像情報メディア学会誌

      Volume: Vol.66,No.11 Pages: 1-6

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Expression Recognition Using LGDPHS Based Facial Key Parts2012

    • Author(s)
      Atsushi Higashi, Yohei Fukumizu ,Tomonori Izumi , Hironori Yamauchi
    • Journal Title

      画像電子学会誌

      Volume: Vol.41, No.5 Pages: 496-505

    • NAID

      130004438032

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Background Subtraction Using Multiradial Proportion Filter2012

    • Author(s)
      Shinya Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi
    • Journal Title

      Journal of Signal Processing

      Volume: Vol.16, No.4 Pages: 339-342

    • NAID

      130004457028

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Age and Gender Estimation Using Global and Local Features with AAM and LGDPHS2012

    • Author(s)
      Atsushi Higashi, Yohei Fukumizu,Tomonori Izumi, Hironori Yamauchi
    • Journal Title

      画像電子学会誌

      Volume: Vol.41, No.3 Pages: 262-269

    • NAID

      130004438025

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Background Subtraction Method Based on Adaptive BP-RRC Mixture Model for2012

    • Author(s)
      Yohei Fukumizu, Shinya Miyamori, Kazunori Saito, Hironori Yamauchi
    • Journal Title

      映像情報メディア学会誌

      Volume: Vol.66, No.11 Pages: 1-6

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Age and Gender Estimation Using Global and Local Features with AAM and LGDPH2012

    • Author(s)
      Atsushi Higashi, Yohei Fukumizu, Tomonori Izumi, Hironori Yamauchi
    • Journal Title

      画像電子学会誌

      Volume: Vol.41, No.3 Pages: 262-269

    • NAID

      130004438025

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recognition of Vehicle License Plate from Degraded Image via MA Model Identification and Stochastic Model2012

    • Author(s)
      Atsushi Fujioka, Yohei Fukumizu, Hironori Yamauchi
    • Journal Title

      In Proc.of NCSP'2012 (International Workshop on Nonlinear Circuits and Signal Processing)

      Pages: 567-570

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Expression Recognition using Local Gabor Directional Pattern Histogram Sequence (LHDPHS)2012

    • Author(s)
      Atsushi Higashi, Yohei Fukumizu, Hironori Yamauch
    • Journal Title

      In Proc.of NCSP'2012 (International Workshop on Nonlinear Circuits and Signal Processing)

      Pages: 639-642

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 局所情報量に基づくヒストグラム強調手法2012

    • Author(s)
      藤岡篤, 福谷祐貴, 福水洋平, 山内寛紀
    • Journal Title

      2012電子情報通信学会総合大会予稿

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Background Subtraction Using Multi Radial Proportion Filter2012

    • Author(s)
      Shinya., Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi
    • Journal Title

      In Proc.of NCSP'2012 (International Workshop on Nonlinear Circuits and Signal Processing)

      Pages: 108-111

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of Vehicle License Plate from Degraded Image via MA Model Identification and Stochastic Model2011

    • Author(s)
      Atushi Fujioka, Yohei Fukumizu, Hironori Yamauch
    • Journal Title

      In Proc.of SISA'2011 (IEICE 2011 International Workshop on Smart Info-Media Systems in Asia)

      Volume: RS1-11 Pages: 52-56

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Visual Categorization Method with a Bag of PCA Packed Keypoints2011

    • Author(s)
      Sho Okumura, Naoya Maeda, Kiyoshi Nakata, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi
    • Journal Title

      In Proc.of CISP'2011 (IEEE 4th International Congress on Image and Signal Processing)

      Pages: 964-967

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive BP-RRC Mixture Model for Background Subtraction2011

    • Author(s)
      Shinya Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauch
    • Journal Title

      In Proc.of CISP'2011 (IEEE 4th International Congress on Image and Signal Processing)

      Pages: 1194-1197

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An image up-conversion algorithm based on the Tolal Variation method and morphological emphasizing2011

    • Author(s)
      Yohei Akamatsu, Yuuki Hiramatsu, Yohei Fukumizu, Hironori Yamauchi
    • Journal Title

      in Proc.of 2011 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing

      Pages: 364-367

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 局所情報量に基づくヒストグラム強調手法2012

    • Author(s)
      藤岡篤,福谷祐貴,福水洋平,山内寛紀
    • Organizer
      2012電子情報通信学会総合大会
    • Place of Presentation
      岡山大学(岡山県)
    • Year and Date
      2012-03-20
    • Related Report
      2012 Final Research Report
  • [Presentation] 局所情報量に基づくヒストグラム強調手法2012

    • Author(s)
      藤岡篤, 福谷祐貴, 福水洋平, 山内寛紀
    • Organizer
      2012年電子情報通信学会総合大会
    • Place of Presentation
      岡山大学(山県)
    • Year and Date
      2012-03-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] Recognition of Vehicle License Plate from DegradedImage via MA Model Identification and Stochastic Model2012

    • Author(s)
      Atsushi Fujioka, Yohei Fukumizu ,Hironori Yamauchi
    • Organizer
      2012 International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      ホノルル(USA)
    • Year and Date
      2012-03-06
    • Related Report
      2012 Final Research Report
  • [Presentation] Expression Recognition using Local Gabor Directional Pattern Histogram Sequence (LGDPHS)2012

    • Author(s)
      Yohei Fukumizu , Hironori Yamauchi
    • Organizer
      2012 International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      ホノルル(USA)
    • Year and Date
      2012-03-06
    • Related Report
      2012 Final Research Report
  • [Presentation] Recognition of Vehicle License Plate from Degraded Image via MA Model Identification and Stochastic Model2012

    • Author(s)
      Atsushi Fujioka, Yohei Fukumizu, Hironori Yamauchi
    • Organizer
      NCSP'2012 (International Workshop on Nonlinear Circuits and Signal Processing)
    • Place of Presentation
      Waikiki Hawaii America
    • Year and Date
      2012-03-06
    • Related Report
      2011 Annual Research Report
  • [Presentation] Expression Recognition using Local Gabor Directional Pattern Histogram Sequence (LHDPHS)2012

    • Author(s)
      Atsushi Higashi, Yohei Fukumizu, Hironori Yamauch
    • Organizer
      NCSP'2012 (International Workshop on Nonlinear Circuits and Signal Processing)
    • Place of Presentation
      Waikiki Hawaii America
    • Year and Date
      2012-03-06
    • Related Report
      2011 Annual Research Report
  • [Presentation] Background Subtraction Using Multiradial Proportion Filter2012

    • Author(s)
      Shinya Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi,Atsushi Higashi
    • Organizer
      2012 International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      ホノルル(USA)
    • Year and Date
      2012-03-04
    • Related Report
      2012 Final Research Report
  • [Presentation] Background Subtraction Using Multi Radial Proportion Filter2012

    • Author(s)
      Shinya., Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi
    • Organizer
      NCSP'2012 (International Workshop on Nonlinear Circuits and Signal Processing)
    • Place of Presentation
      Waikiki Hawaii America
    • Year and Date
      2012-03-04
    • Related Report
      2011 Annual Research Report
  • [Presentation] Recognition of Vehicle License Plate from DegradedImage via MA Model Identification and Stochastic Model2011

    • Author(s)
      Atsushi Fujioka, Yohei Fukumizu ,Hironori Yamauchi
    • Organizer
      2011 International Workshop on Smart Info-Media Systems in Asia
    • Place of Presentation
      長崎ブリックホール(長崎県)
    • Year and Date
      2011-11-01
    • Related Report
      2012 Final Research Report
  • [Presentation] Classification of Vehicle License Plate from Degraded Image via MA Model Identification and Stochastic Model2011

    • Author(s)
      Atushi Fujioka, Yohei Fukumizu, Hironori Yamauch
    • Organizer
      SISA'2011 (IEICE 2011 International Workshop on Smart Info-Media Systems in Asia)
    • Place of Presentation
      長崎ブリックホール(長崎県)
    • Year and Date
      2011-11-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] Adaptive BP-RRC Mixture Model For Background Subtraction2011

    • Author(s)
      Shinya Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi
    • Organizer
      2011 4th International Congress on Image and Signal Processing
    • Place of Presentation
      上海(中国)
    • Year and Date
      2011-10-18
    • Related Report
      2012 Final Research Report
  • [Presentation] Visual Categorization Method with a Bag of PCA Packed Keypoints2011

    • Author(s)
      Sho Okumura, Naoya Maeda, Kiyoshi Nakata, Kazunori Saito, Yohei Fukumizu ,Hironori Yamauchi
    • Organizer
      2011 4th International Congress on Image and Signal Processing
    • Place of Presentation
      上海(中国)
    • Year and Date
      2011-10-17
    • Related Report
      2012 Final Research Report
  • [Presentation] Visual Categorization Method with a Bag of PCA Packed Keypoints2011

    • Author(s)
      Sho Okumura, Naoya Maeda, Kiyoshi Nakata, Kazunori Saito, Yohei Fukumizu, Hironori Yamauchi
    • Organizer
      CISP'2011 (IEEE 4th International Congress on Image and Signal Processing)
    • Place of Presentation
      Shanghai China
    • Year and Date
      2011-10-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Adaptive BP-RRC Mixture Model for Background Subtraction2011

    • Author(s)
      Shinya Miyamori, Kazunori Saito, Yohei Fukumizu, Hironori Yamauch
    • Organizer
      CISP'2011 (IEEE 4th International Congress on Image and Signal Processing)
    • Place of Presentation
      Shanghai China
    • Year and Date
      2011-10-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Local Gabor Directional Pattern Histogram Sequence (LGDPHS) for Age and Gender Classification2011

    • Author(s)
      Atsushi Higashi, Toshiyuki Yasui, Yohei Fukumizu , Hironori Yamauchi
    • Organizer
      2011 IEEE Workshop on Statistical Signal Processing
    • Place of Presentation
      Nice(France)
    • Year and Date
      2011-06-29
    • Related Report
      2012 Final Research Report
  • [Presentation] An Image up-conversion algorithm based on the Total Variation method and morphological emphasizing2011

    • Author(s)
      Yohei Akamatsu, Yuuki Hiramatsu, Suhail Hamdan, Yohei Fukumizu , Hironori Yamauchi
    • Organizer
      2011 International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      Tianjin(Chaina)
    • Year and Date
      2011-03-03
    • Related Report
      2012 Final Research Report
  • [Presentation] An image up conversion algorithm based on the Tolal Variation method and morphological emphasizing2011

    • Author(s)
      Yohei Akamatsu, Yuuki Hiramatsu, Yohei Fukumizu, Hironori Yamauchi
    • Organizer
      2011 RISP International Workshop
    • Place of Presentation
      西安市(中国)
    • Year and Date
      2011-03-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] 機会学習による劣化ナンバープレート数字認識の方法と性能比較2010

    • Author(s)
      福谷祐貴,青木健太郎,福水洋平,山内寛紀
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      福岡工業大学(福岡県)
    • Year and Date
      2010-03-11
    • Related Report
      2012 Final Research Report

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

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