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Object Recognition Using a Multichannel Vision System

Research Project

Project/Area Number 13680468
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionOsaka Electro-Communication University

Principal Investigator

TOMINAGA Shoji  Osaka Electro-Communication Univ., Dept. of Engineering Informatics, Professor, 総合情報学部, 教授 (10103342)

Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥3,300,000 (Direct Cost: ¥3,300,000)
Fiscal Year 2002: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2001: ¥2,600,000 (Direct Cost: ¥2,600,000)
Keywordsvision system / multichannel / liquid-crystal tunable filter / spectrum / reflection model / color / object recognition
Research Abstract

1. Analysis of surface reflection models
First, two types of dichromatic reflection models are proposed for representing the surface-spectral reflectances of a variety of hard copy objects printed by four printers of thermal dye-sublimation, ink jet, toner, and silver halide. Next, we present an experimental apparatus and set of calculations for determining various parameters of the surface reflection model. The apparatus consists of a lighting system to emit parallel beams, a goniometric rotating table, and a vision system with six spectral channels. The camera data are used to estimate various parameters such as spectral reflectance, illuminant spectrum, surface roughness, ratio of body to interface intensity, and index of refraction.
2. Object recognition using a multichannel vision system
First, we propose a multichannel imaging system and algorithms for identifying objects in a natural scene based on surface-spectral reflectances. The imaging system is composed of a liquid-crystal tu … More nable filter, a monochrome CCD camera, and a personal computer. Algorithms are presented for estimating both spectral functions of the illuminant spectral-power distribution and surface-spectral reflectance from the spectral image data. Next, we propose a method for identifying object materials on a raw circuit board. We have developed a multichannel camera system for observing tiny objects. We can distinguish metals and dielectrics based on the difference of reflectance in changing illumination geometries.
3. Recording and rendering of art paintings by using a multichannel vision system
We propose a method for recording and rendering of art paintings using only spectral reflectance data of the object surfaces. A multichannel camera system with six spectral channels of fixed wavelength bands is used for spectral imaging. First, a method for estimating spectral reflectance for body reflection component of a rough surface is described. Next a method is proposed for practical image rendering. As a result, the image of an art painting object illuminated from any direction is rendered using the reflectance data obtained for three illumination directions. Less

Report

(3 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 富永昌二: "Object Recognition Using a Multi-spectral Imaging System"Machine Graphics & Vision. 11・2/3. 221-240 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 富永昌二: "In Living Color"SPIE GE Magazine. 24-26 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 富永昌二, 田中法博, 松本敏範: "Recording and Rendering for Art Paintings Based on Multiband Data"Proc. of SPIE, Color Imaging : Device-Independent Color, Color Hard Copy, and Graphic Arts VII. 4663. 27-34 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 富永昌二: "Region Segmentation by Multispectral Imaging"Proc. of the fifth IEEE Southwest Symposium on Image Analysis and Interpretation. 238-242 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 田中法博, 富永昌二: "Image Rendering of Paintings Based on Multiband Camera Data"Proc. of International Congress of Imaging Science. 387-388 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 富永昌二: "Material Identification Via Multi-Spectral Imaging and Its Application to Circuit Boards"Proc. of the Tenth Color Imaging Conference. 217-222 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S. Tominaga: "Object Recognition Using a Multi-spectral Imaging System"Machine Graphics & Vision. Vol. 11, No. 2/3. 221-240 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S. Tominaga: "In Living Color"SPIE OE Magazine. 24-26 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S. Tominaga: "Recording and Rendering for Art Paintings Based on Multiband Data"Proc. of SPIE, Color Imaging: Device-Independent Color, Color Hard Copy, and Graphic Arts VII. Vol. 4663. 27-34 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S. Tominaga: "Region Segmentation by Multispectral Imaging"Proc. of the fifth IEEE Southwest Symposium on Image Analysis and Interpretation. 238-242 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] N. Tanaka, S. Tominaga: "Image Rendering of Paintings Based on Multiband Camera Data"Proc. of International Congress of Imaging Science. 387-388 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] S. Tominaga: "Material Identification Via Multi-Spectral Imaging and Its Application to Circuit Boards"Proc. of the Tenth Color Imaging Conference. 217-222 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 富永昌二: "Object Recognition Using a Multi-spectral Imaging System"Machine Graphics & Vision. 11・2/3. 221-240 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 富永政二: "In Living Color"SPIE OE Magazine. 24-26 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 富永昌二, 田中法博, 松本敏範: "Recording and Rendering for Art Paintings Based on Multiband Data"Proc. of SPIE, Color Imaging : Device-Independent Color, Color Hard Copy, and Graphic Arts VII. 4663. 27-34 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 富永昌二: "Region Segmentation by Multispectral Imaging"Proc. of the fifth IEEE Southwest Symposium on Image Analysis and Interpretation. 238-242 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 田中法博, 富永昌二: "Image Rendering of Paintings Based on Multiband Camera Data"Proc. of International Congress of Imaging Science. 387-388 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 富永昌二: "Material Identification Via Multi-Spectral Imaging and Its Application to Circuit Boards"Proc. of the Tenth Color Imaging Conference. 217-222 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 田中法博, 梶本めぐみ, 富永昌二: "鏡面球を用いた光源の全方位分布の推定"日本色彩学会誌. 25・2. 91-101 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 富永昌二: "色彩画像の認識と再現の研究動向"日本色彩学会誌. 25・2. 118-124 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 富永昌二: "Color Reflection Models for Hard Copies"Proc. The 21^<st> International Display Research Conference. 1549-1552 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 松本敏範, 富永昌二: "A Method for Record and Reproduction of Paintings"Proc. the Third International Conference on Multispectral Color Science. 69-72 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 富永昌二, 田中法博: "Measurement of Omnidirectional Light Distribution by a Mirrored Ball"Proc. The Ninth Color Imaging Conference. 22-26 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 田中法博, 富永昌二: "Measurement of Surface Reflection Properties"Proc. The Ninth Color Imaging Conference. 52-55 (2001)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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