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DCT Sign Based Correlation and Its Application to Image Matching

Research Project

Project/Area Number 20560361
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

KIYA Hitoshi  首都大学東京, システムデザイン研究科, 教授 (40157110)

Project Period (FY) 2008 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2008: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords信号処理 / 画像処理 / 情報通信工学 / 情報システム / 情通信工学
Research Abstract

DCT(Discrete Cosine Transform, Discrete Cosine Transform), especially in image compression, has been used in various fields as a method of signal conversion. In this study, we focused on similarities between the signs of DCT coefficients and the phases of Fourier transform. The conventional image matching is performed using phases of Fourier transform, a new method of using signs of DCT coefficients is proposed. The effectiveness is confirmed and evaluated, and the extension and performance are considered. Concrete results are as follows.(a) Derivation of the theoretical relationship of DCT coefficients and phase information,(b) Proposal of a new correlation by using the signs of DCT coefficients,(c) Application to Image Matching of sub-pixel accuracy,(d) Extension to image matching considering the security and phase scrambling,(e) Investigation of speeding up image matching.

Report

(6 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (43 results)

All 2012 2011 2010 2009 2008

All Journal Article (25 results) (of which Peer Reviewed: 12 results) Presentation (18 results)

  • [Journal Article] One-Time Key Based Phase Scrambling for Phase-Only Correlation between Visually Protected Images2010

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Journal Title

      EURASIP J. Information Security

      Volume: vol.2009, no.841045

    • Related Report
      2011 Final Research Report
  • [Journal Article] Phase-Only Correlation Based Matching in Scrambled Domain for Preventing Illegal Matching2010

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Journal Title

      LNCS Transactions on Data Hiding and Multimedia Security V

      Volume: vol.6010 Pages: 51-69

    • Related Report
      2011 Final Research Report
  • [Journal Article] An FFT-Based Full-Search Block Matching Algorithm with Sum of Squared Differences Criterion2010

    • Author(s)
      Zhen LI, Atsushi UEMURA, and Hitoshi KIYA
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: vol.E93-A, no.10 Pages: 1748-1754

    • NAID

      10027638142

    • Related Report
      2011 Final Research Report
  • [Journal Article] FFT全探索ブロックマッチングに基づくサブピクセル精度高速ブロックマッチング法2010

    • Author(s)
      植村淳志,李禎,貴家仁志
    • Journal Title

      電子情報通信学会論文誌

      Volume: vol.J93-A, no.10 Pages: 649-657

    • NAID

      110007730695

    • Related Report
      2011 Final Research Report
  • [Journal Article] One-Time Key Based Phase Scrambling for Phase-Only Correlation between Visually protected Images2010

    • Author(s)
      Izumi ITO, Hitoshi KIYA
    • Journal Title

      EURASIP J.Information Security vol.2009, no 841045

    • Related Report
      2010 Self-evaluation Report
  • [Journal Article] Phase-Only Correlation Based Matching in Scrambled Domain for Preventing Illegal Matching2010

    • Author(s)
      Izumi ITO, Hitoshi KIYA
    • Journal Title

      LNCS Transactions on Data Hiding and Multimedia Security V

      Volume: vol.6010/2010 Pages: 51-69

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An FFT-Based Full-Search Block Matching Algorithm with Sum of Squared Differences Criterion2010

    • Author(s)
      Zhen LI, Atsushi UEMURA, Hitoshi KIYA
    • Journal Title

      IEICE Trans.Fundamentals

      Volume: vol.E93-A Pages: 1748-1754

    • NAID

      10027638142

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] FFT全探索ブロックマッチングに基づくサブピクセル精度高速ブロックマッチング法2010

    • Author(s)
      植村淳志, 李禎, 貴家仁志
    • Journal Title

      電子情報通信学会 論文誌

      Volume: vol.J93-A Pages: 649-657

    • NAID

      110007730695

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] One-Time Key Based Phase Scrambling for Phase-Only Correlation between Visually Protected Images2010

    • Author(s)
      I.ITO, H.KIYA
    • Journal Title

      EURASIP J.Information Security 2009

      Pages: 1-11

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] DCT符号位相相関による非整数サンプルシフト量推定のためのフィッティング関数2009

    • Author(s)
      伊藤泉,貴家仁志
    • Journal Title

      電子情報通信学会論文誌

      Volume: vol.J92-A, no.3 Pages: 172-181

    • NAID

      110007384731

    • Related Report
      2011 Final Research Report
  • [Journal Article] Extension of DCT Sign Phase Correlation to Subpixel Registration2009

    • Author(s)
      Izumi ITO, Atsushi UEMURA, and Hitoshi KIYA
    • Journal Title

      Proc. IEEE International Symposium on Intelligent Signal Processing and Communication Systems

      Volume: no.TAM1-3-3 Pages: 37-403

    • Related Report
      2011 Final Research Report
  • [Journal Article] 位相スクランブルとその画像マッチングへの応用2009

    • Author(s)
      伊藤泉,貴家仁志
    • Journal Title

      電子情報通信学会論文誌

      Volume: vol.J92-A, no.7 Pages: 459-469

    • NAID

      110007333628

    • Related Report
      2011 Final Research Report
  • [Journal Article] Multiple-Peak Model Fitting Function for DCT Sign Phase Correlation with Non-Integer Shift Precision2009

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Journal Title

      Proc. IEEE International Conference on Acoustics, Speech and Signal Processing

      Volume: no.BISP-P1. 12 Pages: 449-452

    • Related Report
      2011 Final Research Report
  • [Journal Article] Image Matching between Visually Protected Images with One-time Key Based Phase Scrambling2009

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Journal Title

      Proc. EURASIP European Signal Processing Conference

      Volume: no.IM5-4 Pages: 1314-1318

    • Related Report
      2011 Final Research Report
  • [Journal Article] A Theoretical Analysis of One-Time Key Based Phase Scrambling for Phase-Only Correlation between Visually Protected Images2009

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Journal Title

      Proc. APSIPA Annual Summit and Conference

      Volume: no.MP-P2-1 Pages: 250-253

    • NAID

      120006660586

    • Related Report
      2011 Final Research Report
  • [Journal Article] 位相スクランブルとその画像マッチングへの応用2009

    • Author(s)
      伊藤泉、貴家仁志
    • Journal Title

      電子情報通信学会 論文誌 J92-A

      Pages: 459-469

    • NAID

      110007333628

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multiple-Peak Model Fitting Function for DCT Sign Phase Correlation with Non-Integer Shift Precision2009

    • Author(s)
      I.ITO, H.KIYA
    • Journal Title

      Proc.IEEE International Conference on Acoustics, Speech and Signal Processing

      Pages: 449-452

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image Matching between Visually Protected Images with One-time Key Based Phase Scrambling2009

    • Author(s)
      I.ITO, H.KIYA
    • Journal Title

      Proc.EURASIP European Signal Processing Conference

      Pages: 1314-1318

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Theoretical Analysis of One-Time Key Based Phase Scrambling for Phase-Only Correlation between Visually Protected Images2009

    • Author(s)
      I.ITO, H.KIYA
    • Journal Title

      Proc. APSIPA Annual Summit and Conference

      Pages: 1314-1318

    • NAID

      120006660586

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] DCT符号位相相関による非整数サンプルシフト量推定のためのフィッティング関数2009

    • Author(s)
      伊藤泉, 貴家仁志
    • Journal Title

      電子情報通信学会 論文誌 J 92-A

      Pages: 172-181

    • NAID

      110007384731

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extension of DCT Sign Phase Correlation to Subpixel And Communication Systems2009

    • Author(s)
      I. ITO, H. KIYA
    • Journal Title

      Proc. IEEE Int. Sympo. Intelligence Signal Process. Communication Systems

      Pages: 37-40

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image Matching between Scrambled Images for Secure Data Management2008

    • Author(s)
      Hitoshi KIYA and Izumi ITO
    • Journal Title

      Proc. EURASIP European Signal Processing Conference

      Volume: no.L4-3. 5

    • Related Report
      2011 Final Research Report
  • [Journal Article] A New Class of Lifting Wavelet Transform for Guaranteeing Losslessness of Specific Signals2008

    • Author(s)
      Hitoshi KIYA, Masahiro IWAHASHI, and Osamu WATANABE
    • Journal Title

      Proc. IEEE International Conference on Acoustics, Speech and Signal Processing

      Volume: no.SPTM-L1. 4 Pages: 3273-3276

    • Related Report
      2011 Final Research Report
  • [Journal Article] Image matching between scrambled images for secure data management2008

    • Author(s)
      H. KIYA, I. ITO
    • Journal Title

      Proc. EURASIP European Signal Processing Conference

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A new class of image registration for guaranteeing Secure data management2008

    • Author(s)
      I. ITO, H. KIYA
    • Journal Title

      Proc. IEEE International Conference on Image Processing

      Pages: 269-272

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] An FFT-Based Block Matching Algorithm Using Asymmetric Search Window2012

    • Author(s)
      Hidetake SASAKI and Hitoshi KIYA
    • Organizer
      Proc. International Workshop on Advanced Image Technology
    • Place of Presentation
      Ho Chi Minh City, Vietnam
    • Year and Date
      2012-02-10
    • Related Report
      2011 Final Research Report
  • [Presentation] An FFT-based Block Matching Algorithm Using Asymmetric Search Window2012

    • Author(s)
      佐々木秀竹、貴家仁志
    • Organizer
      The 2012 International Workshop on Advanced Image Technology
    • Place of Presentation
      Ho Chi Minh City, Vietnam
    • Year and Date
      2012-01-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] 重み付きSSDのためのFFT高速ブロックマッチング法とNL-meansフィルタ処理への応用2011

    • Author(s)
      佐々木秀竹,貴家仁志
    • Organizer
      映像情報メディア学会メディア工学研究会
    • Year and Date
      2011-07-25
    • Related Report
      2011 Final Research Report
  • [Presentation] 重み付きSSDのためのFFT高速ブロックマッチング法とNL-meansフィルタ処理への応用2011

    • Author(s)
      佐々木秀竹、貴家仁志
    • Organizer
      映像情報メディア学会「メディア工学研究会」
    • Place of Presentation
      大阪,日本
    • Year and Date
      2011-07-25
    • Related Report
      2011 Annual Research Report
  • [Presentation] Selected Topics from Recent Researches in Signal and Image Processing at Tokyo Metropolitan University2010

    • Author(s)
      Hitoshi KIYA and Kiyoshi NISHIKAWA
    • Organizer
      Proc. APSIPA Annual Summit and Conference
    • Place of Presentation
      Biopolis, Singapore
    • Year and Date
      2010-12-17
    • Related Report
      2011 Final Research Report
  • [Presentation] Symmetric-Extension Based Whitening for Phase Correlation2010

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Organizer
      Proc. APSIPA Annual Summit and Conference
    • Place of Presentation
      Biopolis, Singapore
    • Year and Date
      2010-12-15
    • Related Report
      2011 Final Research Report
  • [Presentation] Symmetric Correlation and Its Properties2010

    • Author(s)
      Izumi ITO and Hitoshi KIYA
    • Organizer
      Proc. EURASIP European Signal Processing Conference
    • Place of Presentation
      Aalborg, Denmark
    • Year and Date
      2010-08-26
    • Related Report
      2011 Final Research Report
  • [Presentation] An FFT-Based Full-Search Block Matching Algorithm Using Overlap-Add Method2010

    • Author(s)
      Hidetake SASAKI, Zhen LI, and Hitoshi KIYA
    • Organizer
      Proc. International Technical Conference on Circuits/Systems, Computers and Communications
    • Place of Presentation
      Pattaya, Thailand
    • Year and Date
      2010-07-05
    • Related Report
      2011 Final Research Report
  • [Presentation] An FFT-Based Full-Search Block Matching Algorithm Using Overlap-Add Method2010

    • Author(s)
      Hidetake SASAKI, Zhen LI, Hitoshi KIYA
    • Organizer
      Proc.International Technical Conference on Circuits/Systems, Computers and Communications
    • Place of Presentation
      Pattaya, Thailand
    • Related Report
      2010 Annual Research Report
  • [Presentation] Symmetric Correlation and Its Properties2010

    • Author(s)
      Izumi ITO, Hitoshi KIYA
    • Organizer
      Proc.EURASIP European Signal Processing Conference
    • Place of Presentation
      Aalborg, Denmark
    • Related Report
      2010 Annual Research Report
  • [Presentation] Symmetric-Extension Based Whitening for Phase Correlation2010

    • Author(s)
      Izumi ITO, Hitoshi KIYA
    • Organizer
      Proc.APSIPA Annual Summit and Conference
    • Place of Presentation
      Biopolis, Singapore
    • Related Report
      2010 Annual Research Report
  • [Presentation] Selected Topics from Recent Researches in Signal and Image Processing at Tokyo Metropolitan University2010

    • Author(s)
      Hitoshi KIYA, Kiyoshi NISHIKAWA
    • Organizer
      Proc.APSIPA Annual Summit and Conference
    • Place of Presentation
      Biopolis, Singapore
    • Related Report
      2010 Annual Research Report
  • [Presentation] ワンタイムキーを用いた位相スクランブル信号のためのPOCの理論解析2009

    • Author(s)
      伊藤泉,貴家仁志
    • Organizer
      電子情報通信学会信号処理研究会
    • Year and Date
      2009-07-01
    • Related Report
      2011 Final Research Report
  • [Presentation] ワンタイムキーを用いた位相スクランブル信号のためのPOCの理論解析2009

    • Author(s)
      伊藤泉、貴家仁志
    • Organizer
      電子情報通信学会
    • Place of Presentation
      釧路市
    • Related Report
      2009 Annual Research Report
  • [Presentation] DCT-SPCによる非整数サンプルシフト量推定のための双峰性モデルフィッティング関数2008

    • Author(s)
      伊藤泉,貴家仁志
    • Organizer
      電子情報通信学会信号処理シンポジウム
    • Year and Date
      2008-11-12
    • Related Report
      2011 Final Research Report
  • [Presentation] 相関ピークの相互干渉を考慮したDCT-SPCによるサブピクセル画像マッチング2008

    • Author(s)
      伊藤泉,貴家仁志
    • Organizer
      電子情報通信学会画像符号化シンポジウム
    • Year and Date
      2008-10-30
    • Related Report
      2011 Final Research Report
  • [Presentation] DCT-SPCによる非整数サンプルシフト量推定のための双峰性モデルフィッティング関数2008

    • Author(s)
      伊藤泉, 貴家仁志
    • Organizer
      電子情報通信学会
    • Place of Presentation
      金沢市
    • Related Report
      2008 Annual Research Report
  • [Presentation] 相関ピークの相互干渉を考慮したDCT-SPCによるサブピクセル画像マッチング2008

    • Author(s)
      伊藤泉, 貴家仁志
    • Organizer
      電子情報通信学会
    • Place of Presentation
      伊豆市
    • Related Report
      2008 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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