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Parallel Processing System for Spectroscopic Understanding of Color Images by Neural network and its Application to Vegetation Monitoring

Research Project

Project/Area Number 10555013
Research Category

Grant-in-Aid for Scientific Research (B).

Allocation TypeSingle-year Grants
Section展開研究
Research Field Applied optics/Quantum optical engineering
Research InstitutionSaitama University

Principal Investigator

TOYOOKA Satoru  Saitama University, Graduate School of Science and Engineering, Associate Professor, 大学院・理工学研究科, 教授 (90019753)

Co-Investigator(Kenkyū-buntansha) ZHANG Qingchuan  Saitama University, Graduate School of Science and Engineering, Assistant Professor, 大学院・理工学研究科, 助手 (00292649)
KADONO Hirofumi  Saitama University, Graduate School of Science and Engineering, Associate Professor, 大学院・理工学研究科, 助教授 (70204518)
Project Period (FY) 1998 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥13,300,000 (Direct Cost: ¥13,300,000)
Fiscal Year 2000: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1999: ¥2,500,000 (Direct Cost: ¥2,500,000)
Fiscal Year 1998: ¥9,400,000 (Direct Cost: ¥9,400,000)
KeywordsNeural Network / Spectroscopic image analysis / Broad band filtering system / Vegetation monitoring / 広帯域フィルク分光撮像装置 / 広帯域フィルタ分光撮影装置 / 植生モニタ / シラビソ
Research Abstract

A spectral image include huge volume of data. Multi-variable analysis is usually used to extract important information in the image. On the contrary in the proposed system, important spectroscopic information in the images which we want to investigate is taken in advance in a learning phase and installed in a system as optimized filters. Filter optimization by self-organized map is discussed. Three proto-types of broad-band filtering systems to implement optimize filter functions which include liquid-crystal devises and optical components were constructed. Experimental results of spectral reconstruction from four filterer images by proposed system were compared with measured result by conventional method. A new intelligent eye which is sensitive to spectral characteristics of an object will be expected.

Report

(4 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • 1998 Annual Research Report
  • Research Products

    (45 results)

All Other

All Publications (45 results)

  • [Publications] W.Wang,M.Hauta-Kasari,and S.Toyooka: "Optimal Filters Design for Measuring Colors Using Unsupervised Neural Network"Proceedings of the 8^<th> Congress of the International Color Association. 419-422 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,W.Wang,S.Toyooka,J.Parkkinen,and R.Lenz: "Unsupervised Filtering of Munsell Spectra"Proceedings of the 3 ^<rd> Asian Conference on Computer Vision, (ACCV'98), Hong Kong. Vol.1. 248-255 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 宮澤佳苗,マルック,ハウタカサリ,豊岡了: "液晶素子と線形可変フィルタを用いた投下型広帯域フィルタ"光波センシング技術研究会講演論文集. 22. 127-132 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa,M.Hauta-Kasari,and S.Toyooka: "Optical Implementation of Transparent Broad Band Filters for Spectral Image Analysis"Proceedings, Third International Symposium on Optics in Engineering, Kajaani, Finland. 3. 15 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,and J.Parkkinen: "Spectral Vision System for Color Image Analysis"Proceedings, Third International Symposium on Optics in Engineering, Kajaani, Finland. 3. F3 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,and J.Parkkinen: "A Prototype of the Spectral Vision System"Proceedings, 11th Scandinavian Conference on Image Analysis, SCIA'99, Kangerlussuaq, Greenland. 1. 79-86 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa,M.Hauta-Kasari,and S.Toyooka: "Rewritable Broadband Filters for Color Image Analysis"Proceedings of SPIE, International Conference on Optical Engineering for Sensing and Nanotechnology, ICOSN'99, Yokohama. SPIE Vol.3740. 468-471 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,and J.Parkkinen: "Spectral Measurements of Two-Dimensional Color Image"Proceedings of SPIE, International Conference on Optical Engineering for Sensing and Nanotechnology, ICOSN'99, Yokohama. SPIE Vol.3740. 204-207 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa,M.Hauta-Kasari,and S.Toyoooka,: "Rewritable Broadband Filters for Color Image Analysis"Proceedings of SPIE, International Conference on Optical Engineering for Sensing and Nanotechnology, ICOSN'99, Yokohama. SPIE Vol.3740. 468-471 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,and J.Parkkinen: "Spectral Vision System for Measuring Color Images"Journal of the Optical Society of America A. 16. 2352-2362 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] S.Toyooka,K.Miyazawa,and M.Hauta-Kasari: "Low-dimensional multispectral image analyzing system with optimized broad-band filters"Proc.International Symposium on Multipectral Imaging and High Accurate Color Reproduction. Vol.2. (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa,M.Hauta-Kasari,and S.Toyooka: "Spectral Image Analysis of a Natural Color Sample using Rewritable Transparent Broad-Band Filters"International Symposium on Multispectral Imaging and Color Reproduction for Digital Archives, Chiba. 1. 110-113 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,J.Parkkinen,and T.Jaaskelainen: "Spectral Vision System based on Rewritable Broad Band Color Filters"International Symposium on Multispectral Imaging and Color Reproduction for Digital Archives, Chiba. 1. 155-158 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 蔵敷和彦,宮澤佳苗,豊岡了: "波長透過率分布を自由に書き換えられる広帯域カラーフィルタ"カラーフォーラムJAPAN2000論文集. 121-124 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,J.Lehtonen,J.Parkkinen,and T.Jaaskelainen: "Spectral based Color Image Acquisition and Analysis"カラーフォーラムJAPAN2000論文集. 59-66 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa,M.Hauta-Kasari,and S.Toyooka: "Rewritable Broad-band Color Filters for Spectral Image Analysis"Optical Review. 8-2(in press). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] W.Wang, M.Hauta-Kasari, and S.Toyooka: "Optimal Filters Design for Measuring Colors Using Unsupervised Neural Network"Proceedings of the 8^<th> Congress of the International Color Association. 419-422 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, W.Wang, S.Toyooka, J.Parkkinen, and R.Lenz: "Unsupervised Filtering of Munsell Spectra"Proceedings of the 3^<rd> Asian Conference on Computer Vision, (ACCV'98), Hong Kong. Vol.1. 248-255 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa, M.Hauta-Kasari, and S.Toyooka: ""Transparent Broad Band Filters using Liquid Crystal Device and Linear Variable Filters" (in Japanese)"Proceedings of 22^<nd> Meeting on Lightwave Sensing Technology. 127-132 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa, M.Hauta-Kasari, and S.Toyooka: "Optical Implementation of Transparent Broad Band Filters for Spectral Image Analysis"Proceedings, 3rd International Symposium on "Optics in Engineering", Kajaani, Finland. 15 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, K.Miyazawa, S.Toyooka, and J.Parkkinen: "Spectral Vision System for Color Image Analysis", Proceedings, Third International Symposium on "Optics in Engineering""Proceedings, 3rd International Symposium on "Optics in Engineering", Kajaani, Finland. F3. (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, K.Miyazawa, S.Toyooka, and J.Parkkinen: "A Prototype of the Spectral Vision System"Proceedings, 11th Scandinavian Conference on Image Analysis, SCIA'99, Kangerlussuaq, Greenland. Vol.I. 79-86 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa, M.Hauta-Kasari, and S.Toyooka: "Rewritable Broadband Filters for Color Image Analysis"Proceedings of SPIE, International Conference on Optical Engineering for Sensing and Nanotechnology, ICOSN'99, Yokohama, SPIE. Vol.3740. 468-471 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, K.Miyazawa, S.Toyooka, and J.Parkkinen: "Spectral Measurements of Two-Dimensional Color Images"Proceedings of SPIE, International Conference on Optical Engineering for Sensing and Nanotechnology, ICOSN'99, Yokohama, SPIE. Vol.3740. 204-207 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, K.Miyazawa, S.Toyooka, and J.Parkkinen: "Spectral Vision System for Measuring Color Images"Journal of the Optical Society of America A. Vol.16, No.10. 2352-2362 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] S.Toyooka, K.Miyazawa, and M.Hauta-Kasari: "Low-dimensional multispectral image analyzing system with optimized broad-band filters"2nd International Symposium on Multispectral Imaging and High Accurate Color Reproduction, Chiba. 59-66 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa, M.Hauta-Kasari, and S.Toyooka: "Spectral Image Analysis of a Natural Color Sample using Rewritable Transparent Broad-Band Filters"International Symposium on Multispectral Imaging and Color Reproduction for Digital Archives, MICR'99, Chiba. 110-113 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, K.Miyazawa, S.Toyooka, J.Parkkinen, and T.Jaaskelainen: "Spectral Vision System based on Rewritable Broad Band Color Filters"International Symposium on Multispectral Imaging and Color Reproduction for Digital Archives, MICR'99, Chiba. 155-158 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] M.Hauta-Kasari, J.Lehtonen, J.Parkkinen, T.Jaaskelainen K.Miyazawa, and S.Toyooka: "Spectral based Color Image Acquisition and Analysis"Color Forum Japan. 2000 Proceedings. 59-66

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Kurashiki, K.Miyazawa, and S.Toyooka: "Rewritable broad-band filters with arbitrary spectral transmittance"Color Forum Japan. 2000 Proceedings. 121-124

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] K.Miyazawa, M.Hauta-Kasari, and S.Toyooka: "Rewritable Broad-band Color Filters for Spectral Image Analysis"Optical Review, 8-2, March. April (in press). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] S.Toyooka,K.Miyazawa,and M.Hauta-Kasari: "Low-dimensional multispectral image analyzing system with optimized broad-band filters"Proc.International Symposium on Multispectral Imaging and High Accurate Color Reproduction. Vol.2. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] S.Toyooka,K.Miyazawa,and M.Hauta-Kasari: "Low-dimensional multispectral image analyzing system with optimized broad-band filters"Proc.International Symposium on Multispectral Imaging and High Accurate Color Reproduction. Vol.2. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 蔵敷和彦,宮澤佳苗,豊岡了: "液晶チューナブルフィルタを用いた任意の波長透過率分布を持つ広帯域カラーフィルタ"Optics Japan 2000. Vol.2. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 蔵敷和彦,宮澤佳苗,豊岡了: "波長透過率分布を自由に書き換えられる広帯域カラーフィルタ"カラーフォーラム JAPAN 2000.

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Hauta-Kasari,W.Wang,K.Miyazawa,S.Toyooka,J.Parkkinen,and T.Jaaskelainen: "Computational Technique to Design Color Filters for Optical Pattern Recognition"Proceedings, The 9th Finnish Artificial Intelligence Conference, STeP 2000, Espoo, Finland.

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Hauta-Kasari,K.Miyazawa,S.Toyooka,J.Lehtonen,J.Parkkinen,and T.Jaaskelainen: "Spectral based Color Image Acquisition and Analysis, in Proceedings"カラーフォーラム JAPAN 2000.

    • Related Report
      2000 Annual Research Report
  • [Publications] K.Miyazawa,M.Hauta-Kasari,and S.Toyooka: "Rewritable Broad-band Color Filters for Spectral Image Analysis"Optical Review. Vol.8,No.2. (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] S.Toyooka,K.Kurashiki,K.Miyazawa,and M.Hauta-Kasari: "Broad-band color filters with arbitrary spectral transmittance using a Liquid Crystal Tunable Filter (LCTF) "The 9^<th> Congress of International Colour Association, AIC Color 01 Rochester.

    • Related Report
      2000 Annual Research Report
  • [Publications] M. Hauta-Kasari, K. Miyazawa, S. Toyooka and J. Parkkinen: "Spectral vision system for measuring color images"J. Opt. Soc. Am. A. 16-10. 2352-2362 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] K. Miyazawa,M. Hauta-Kasari and S. Toyooka: "Spectral Image Analysis of a Natural Color Sample Using Rewritable Trasparent Broad-Band Filters"Proceedings of the International Symposium on Multispectral Imaging and Color Reproduction (Chiba Univ,). 110-113 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M. Hauta-Kasari, K. Miyazawa, S. Toyooka,J. Parkkinen and T. Jaaskelainen: "Spectral Vision System based on Rewritable Broad Band Color Filters"Proceedings of the International Symposium on Multispectral Imaging and Color Reproduction (Chiba Univ.). 155-158 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M. Hauta-Kasari, K. Miyazawa, S. Toyooka and J. Parkkinen: "A Prototype of Spectral Vision System"Proceedings of the 11^<th> Scandinavian Conference on Image Analysis, Greenland, June 7-11, 1999. (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 宮澤佳苗,マルック・ハウタカサリ,豊岡了: "「液晶素子と線形波長可変フィルタを用いた透過型広帯域フィルタ」" 第22回光波センシング技術研究会講演論文集. 127-132 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] K.Miyazawa,M.Hauta-Kasari,S.Toyooka: "“Optical Implementation of Transparent Broad-Band Filters for Spectral Image Analysis."" Third International Symposium on OPTICS IN ENGINEERING Technical Digest. 15 (1999)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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