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Evaluation of scatter radiation and restoration of reconstructed images of 3D X-ray cone-beam CT scanner

Research Project

Project/Area Number 07650063
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Applied physics, general
Research InstitutionKyoto Institute of Technology

Principal Investigator

NAKAMORI Nobuyuki  Kyoto Institute of Technology, Faculty of Engineering and Design, Associate Professor, 工芸学部, 助教授 (20107353)

Project Period (FY) 1995 – 1997
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1997: ¥300,000 (Direct Cost: ¥300,000)
Fiscal Year 1996: ¥600,000 (Direct Cost: ¥600,000)
Keywords3D CT / cone-beam CT / scattered radiation / image processing / wavelet transform / multiresolution analysis / antidiffusion equation / コーンビーム型三次元CT / 散乱線 / 画質評価 / グリッド / 計算機シミュレーション / コーンビーム型三次元X線CT / モンテカルロシミュレーション / 画像評価
Research Abstract

Cone-beam computed tomography (CT) has some advantages that it can make a three-dimensional (3D) image in shorter time and with higher resolution in longitudinal direction of body than the helical CT scanner. However, because large amount of scatter radiation is included in 2D projection data, the quality of reconstructed image is worse and cupping artifacts appear in CT images. In this study, we have tried to improve the quality of reconstructed images and obtained the following results :
1.Using Monte Carlo simulation, we analyzed quantitatively the intensity distribution of scatter radiation on 2D projection data. From these simulation data, we have evaluated the dependence of scatter radiation on 3D reconstructed images.
2.Simulation results showed that intensity distribution of incident x-ray were controlled primary radiation on detector to be uniform, the scattered radiation included in projection data were decrease. Then, we reconstructed 3D CT images using a bow-tie flitter, which controlled the incident x-ray distribution and confirmed that the image quality of CT images improved.
3.We have improved the quality of CT images using image processing techniques, such as multiresolution analysis of wavelet transform, antidiffusion equation model and software correction with scattered distribution. These techniques were very useful to improve the quality of reconstructed image degraded by scatter radiation. Especially, usage of the weighting factors which were obtained from multiresolution analysis, we could reconstruct the CT images without any extra computing time and improve the image quality.
We Confirm our results are effective to make the cone-beam CT scanner in practical use.

Report

(4 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • 1995 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 中森 伸行: "コーンビーム型三次元CT装置の再構成画像への散乱線の影響" 医用画像情報学会雑誌. 12. 91-99 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.INOUE: "Software correction for scattered x-ray on cone-beam CT images" Journal of Imaging Science and Technology. 39. 319-323 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 須藤 透: "3次元CTスキャナでの散乱X線の計算機シミュレーション" 医用画像情報学会雑誌. 13. 20-26 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] N.NAKAMORI: "Study on reconstructed image of 3D cone-beam CT scanner" SPIE Proceedings. 2708. 696-705 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Q.LI: "Antidiffusion and restoration for Gaussian blurred images" IEEE International Conference on Image Processing. 2. 238-241 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] N.NAKAMORI: "Image restoration of cone-beam CT images using wavelet transform" SPIE Proceedings. 3338(in press). (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] N.NAKAMORI: "Effects of scattered x-ray on cone-beam 3-D CT images" Medical Imaging and Information Sciences. 12. 91-99 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] K.INOUE: "Software correction for scattered x-rays on cone-beam CT images" Jurnal of Imaging Science and Technology. 39. 319-323 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] T.SUDOU: "Computer simulation of scatter x-ray on 3-D CT scanner" Medical Imaging and Information Sciences. 13. 20-26 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] N.NAKAMORI: "Study on reconstructed image of 3D cone-beam CT scanner" SPIE Proceedings. 2707. 696-705 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Q.LI: "A multiscale antidiffusion aproach for Gaussian blurred images" IEEE International Conference on Image Processing. 2. 238-241 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] N.NAKAMORI: "Image restoration of cone-beam CT images using wavelet transform" SPIE Proceedings. 3338, (in press). (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 中森 伸行: "コーンビーム型三次元CT装置の再構成画像への散乱線の影響" 医用画像情報学会雑誌. 12,2. 91-99 (1995)

    • Related Report
      1997 Annual Research Report
  • [Publications] K.INOUE: "Software correction for scattered x-ray on cone-beam CT images" Journal of Imaging Science and Technology. 39,4. 319-323 (1995)

    • Related Report
      1997 Annual Research Report
  • [Publications] 須藤 透: "3次元CTスキャナでの散乱X線の計算機シミュレーション" 医用画像情報学会雑誌. 13,1. 20-26 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] N.NAKAMORI: "Study on reconstructed image of 3D cone-beam CT scanner" SPIE Proceedings. 2708. 696-705 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] Q. LI: "Antidiffusion and restoration for Gaussian blurred images" IEEE International Conference on Image Processing. 2. 238-241 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] N.NAKAMORI: "Image restoration of cone-beam CT images using wavelet transform" SPIE Proceedings. 3338(in press). (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 中森伸行: "コーンビーム型三次元CT装置の再構成画像への散乱線の影響" 医用画像情報学会雑誌. 12・2. 91-99 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 須藤 透: "3次元CTスキャナでの散乱X線の計算機シミュレーション" 医用画像情報学会雑誌. 13・1. 20-26 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 角尾 卓紀: "モンテカルロ計算でのX線グリッドの散乱線除去効果" 医用画像情報学会雑誌. 13・1. 11-19 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] N.Nakamori: "Computer simulation on scatler removing characteristics by grid" Proc.SPIE. 2708. 617-625 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] N.Nakamori: "Study on reconstructed image of 3D cone-beam CT scanner" Proc.SPIE. 2708. 696-705 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 須藤 透: "3次元CTスキャナでの散乱線の計算機シミュレーション" 医用画像情報学会雑誌. 13. 20-26 (1996)

    • Related Report
      1995 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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