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Computational principle using cellular architecture system and its implementation

Research Project

Project/Area Number 24500287
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionRitsumeikan University

Principal Investigator

FUJITA Tomohiro  立命館大学, 理工学部, 教授 (40340492)

Co-Investigator(Kenkyū-buntansha) OGURA Takeshi  立命館大学, 理工学部, 教授 (10388126)
KUMAKI Takeshi  立命館大学, 理工学部, 任期制講師 (60452596)
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords動的輪郭法 / 連想メモリ / セルラーオートマトン / セルラーニューラルネットワーク / モルフォロジ / セルオートマトン / CAM / ハードウェアIP
Outline of Final Research Achievements

In this study we developed the computational system based on the cellular architecture.
The cellular architecture is the category of computational models which are based on cellular architecture. Cellular Automaton (CA), Cellular Neural Network (CNN), and mathematical morphology are categorized this computational model. The common feature of this model is that the cells are locally connected and evolve their states by the states of their neighbor cells.
We progressed our research from three categories: algorithm, hardware architecture, and application. Our achievements are as follows. Active contour algorithm is developed based on CA, and implemented on the dedicated hardware. The real time processing was achieved. The dedicated hardware: CAM^2 was implemented on FPGA. CAM^2 on FPGA can easily change its capacity and configuration. That makes the evaluation of hardware algorithm capable. Mathematical morphology based image processing is developed as the application of this system.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (14 results)

All 2016 2015 2014 2013 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (11 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] Adaptive Multi-Directional Max-Plus Algebra-Based Morphological Wavelet Transform2016

    • Author(s)
      Takeshi Kumaki, Yuri Tanito, Tatsuki Tokunaga, Tomohiro Fujita, Takeshi Ogura
    • Journal Title

      Journal of Signal Processing

      Volume: 20 Issue: 1 Pages: 9-19

    • DOI

      10.2299/jsp.20.9

    • NAID

      130005120537

    • ISSN
      1342-6230, 1880-1013
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Method Using CA-Based Pixel-Level Snakes for Multiple-Contour Expansion2014

    • Author(s)
      Sho Sawada, Tomohiro FUJITA, Kaihei Iwanaga, Takeshi Kumaki, Mamoru Nakanishi, and Takeshi Ogura
    • Journal Title

      Journal of Signal Processing

      Volume: 18 Issue: 4 Pages: 221-224

    • DOI

      10.2299/jsp.18.221

    • NAID

      130004678188

    • ISSN
      1342-6230, 1880-1013
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Morphological pattern spectrum and block cipher processing based image-manipulation detection2013

    • Author(s)
      Takeshi Kumaki, Tomohiro Fujita, Mamoru Nakanishi, Takeshi Ogura
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 4 Issue: 4 Pages: 400-418

    • DOI

      10.1587/nolta.4.400

    • NAID

      130004960148

    • ISSN
      2185-4106
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Cellular Hardware Platform: CAM2 on FPGA2015

    • Author(s)
      Yosuke Hioki, Takeshi Kumaki, Tomohiro Fujita, Takeshi Ogura
    • Organizer
      Int’l Symp. on Nonlinear Theory and its Applications
    • Place of Presentation
      Hong Kong (China)
    • Year and Date
      2015-12-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ternary Content Addressable Memory with Individuality on FPGA2015

    • Author(s)
      Ryohei Yukawa, Takeshi Kumaki, Tomohiro Fujita, Takeshi Ogura
    • Organizer
      2015 Int’l Symp. on Nonlinear Theory and its Applications
    • Place of Presentation
      Hong Kong (China)
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Method of Noise Generation with Cellular Automata for DT-CNN Annearing2014

    • Author(s)
      Tomohiro FUJITA, Shouta Mizoguchi, Takeshi Kumaki, and Takeshi Ogura
    • Organizer
      2014 Int’l Symp. on Nonlinear Theory and its Applications
    • Place of Presentation
      Luzern, Switzerland
    • Year and Date
      2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Cellular Automaton Based Pixel-Level Snakes2014

    • Author(s)
      Tomohiro Fujita, Syo Sawada, Kaihei Iwanaga, Takeshi Kumaki, Mamoru Nakanishi, and Takeshi Ogura
    • Organizer
      New Circuits and Systems Conference (NEWCAS), 2014 IEEE 12th International
    • Place of Presentation
      Trois-Rivieres, Canada
    • Year and Date
      2014-06-25
    • Related Report
      2014 Research-status Report
  • [Presentation] L2 Decomposition of Adaptive Directional Morphological Wavelet Transform

    • Author(s)
      Tatsuki Tokunaga, Yuri Tanito, Takeshi Kumaki, Tomohiro Fujita, Takeshi Ogura
    • Organizer
      Proceedings of the 2014 International Workshop on Nonlinear Circuits, Communication and Signal Processing
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Multiple contour expansion method by CA based pixel level snakes

    • Author(s)
      Sho Sawada, Tomohiro Fujita, Kaihei Iwanaga, Takeshi Kumaki, Mamoru Nakanishi, Takeshi Ogura
    • Organizer
      Proceedings of the 2014 International Workshop on Nonlinear Circuits, Communication and Signal Processing
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Evaluation of advanced pixel-level snakes on cellular hardware platform

    • Author(s)
      Takao MATSUI, Tomohiro FUJITA, Yuji TSUJI, Takeshi KUMAKI, Mamoru NAKANISHI, Takeshi OGURA
    • Organizer
      New Circuits and Systems Conference (NEWCAS), 2013 IEEE 11th International
    • Place of Presentation
      Paris, France
    • Related Report
      2013 Research-status Report
  • [Presentation] Cellular Automaton Based Pixel-Level Snakes

    • Author(s)
      Tomohiro FUJITA, Syo SAWADA, Kaihei IWANAGA, Takeshi KUMAKI, Mamoru NAKANISHI, Takeshi OGURA
    • Organizer
      New Circuits and Systems Conference (NEWCAS), 2014 IEEE 12th International
    • Place of Presentation
      Trois-Rivieres, Canada
    • Related Report
      2013 Research-status Report
  • [Presentation] Morphological Pattern Spectrum-Based Image Manipulation Detector

    • Author(s)
      Takeshi Kumaki, Zarina Rafii, Tomohiro Fujita, Mamoru Nakanishi, Takeshi Ogura
    • Organizer
      2012 IEICE International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Palma, Spain
    • Related Report
      2012 Research-status Report
  • [Presentation] Adaptive Multi-directional Morphological Wavelet Transform and It's Compression Efficiency

    • Author(s)
      Yuri Tanito, Tatsuki Tokunaga, Masayoshi Nawata, Takeshi Kumaki, Tomohiro Fujita, Takeshi Ogura
    • Organizer
      2013 International Workshop on Nonlinear Circuits, Communication and Signal Processing
    • Place of Presentation
      The Island of Hawaii, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] セルラーハードウェアプラットフォーム上の多値画像を対象としたピクセルレベルスネークスの実装

    • Author(s)
      辻雄爾, 藤田智弘, 熊木武志, 中西衛, 小倉武
    • Organizer
      機能集積情報システム研究会
    • Place of Presentation
      宮崎大学 宮崎県
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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