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A super parallel vision system implemented with mixed analog and digital circuits

Research Project

Project/Area Number 14350188
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 電子デバイス・機器工学
Research InstitutionOsaka University

Principal Investigator

YAGI Tetsuya  Gradutate School of Eng., Electronic Eng., Professor, 大学院・工学研究科, 教授 (50183976)

Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥13,600,000 (Direct Cost: ¥13,600,000)
Fiscal Year 2003: ¥5,800,000 (Direct Cost: ¥5,800,000)
Fiscal Year 2002: ¥7,800,000 (Direct Cost: ¥7,800,000)
Keywordsretina / image processing / analog VLS / real time processing / robot vision / parallel vision / FPGA / multi-media / シリコン網膜 / 実時間 / 静止画像 / 動画像 / 運動方向検出 / 奥行き検出
Research Abstract

The purpose of the present research is to develop a novel vision system that can carry out the real-time image processing with mixed analog/digital architecture. Accordingly, we have designed and fabricated the system consisting of a silicon retina, an analog Very Large Scale Integrated (VLSI) circuit and Field Programmable Gate Array. (FPGA). The silicon retina emulates the sustained and the transient responses found in the vertebrate retina. The output emulating sustained response possesses a Palladian-Gaussian-like receptive field and therefore carries out a smoothing and contrast-enhancement on input images. The output emulating the transient response was obtained by subtracting consecutive images that were smoothed out by the resistive network. The outputs of these two channels can be obtained alternately from the silicon retina in real time, within time delays not exceeding a few tens of ms, in indoor illumination. The outputs of the chip are offset-suppressed analog voltages since uncontrollable mismatches of transistor characteristics are compensated for with the aid of sample/hold circuits embedded in each pixel circuit. The analog outputs from the silicon retina representing the preprocessed image with these channels are transferred to the FPGA through a A/D converter. The FPGA carries out digital image computations such as edge detection, target tracking and depth perception. The parallel vision system developed in the present study is readily used in a variety of engineering applications such as the fields of robot vision and multi-media.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (12 results)

All Other

All Publications (12 results)

  • [Publications] K.Shimonomura, K.Inoue, S.Kameda, T.Yagi: "A Novel Robot Vision applicable to Real Time Target Tracking"Journal of Robotics and Mechatronics. Vol.15,No.2. 185-191 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] S.Kamaeda, T.Yagi: "An analog VLSI chip emulating sustained and transient response channels"IEEE transactions on Neural Networks. Vol.14,No.5. 1405-1412 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Shimonomura, K.Inoue, S.Kameda, T.Yagi: "A Novel Robot Vision applicable to Real Time Target Tracking"Jounral of Robotics and Mechatronics. Vol.15, No.2. 185-191 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] S.Kamaeda, T.Yagi: "An analog VLSI chip emulating sustained and transient response channels"IEEE transactions on Neural Networks. Vol 14, No.5. 1405-1412 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Shimonomura, K.Inoue, S.Kameda, T.Yagi: "A Novel Robot Vision Applicable to Real Time Target Tracking"Journal of Robotics and Mechatronics. Vol.15,No.2. 185-191 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] S.Kameda, T.Yagi: "An analog VLSI chip emulating sustained and transient response channels"IEEE transactions on Neural Networks. vol.14,No.5. 1405-1412 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K Shimonomura, S Kameda, T Yagi: "Silicon retina system applicable to robot vision"INNS/IEEE International Joint Conference on Neural Networks Honolulu, Hawaii, USA. (CD-ROM). (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Kazuhiro Shimonomura, Seiji Kameda, Tetsuya Yagi: "A robot vision system using silicon retina"4th International Forum on Multimedia and Image Processing(IFMIP 2002). (CD-ROM). (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Seiji Kameda, Tetsuya Yagi: "An analog VLSI chip emulating sustained and transient response channels of the vertebrate retina"IEEE trans. Neural Networks. (Accepted).

    • Related Report
      2002 Annual Research Report
  • [Publications] Seiji Kameda, Tetsuya Yagi: "Calculating direction of motion with sustained and transient responses of silicon retina"Proc. SICE Annual Conference 2002 in Osaka. 2374-2379 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Kazuhiro Shimonomura, Keisuke Inoue, Seiji Kameda, Tetsuya Yagi: "A Novel Robot Vision Applicable to Real Time Target Tracking"Journal of Robotics and Mechatronics, Vol.15, No.2, 2003. (Accepted). 534-540

    • Related Report
      2002 Annual Research Report
  • [Publications] Kazuhiro Shimonomura, Keisuke Inoue, Tetsuya Yagi: "A target tracking employing a silicon retina system"Proc. SICE Annual Conference 2002 in Osaka. 1229-1230 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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