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Multi-focus image processing for visual effect generations

Research Project

Project/Area Number 13450150
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報通信工学
Research InstitutionThe University of Tokyo

Principal Investigator

AIZAWA Kiyoharu  Graduate School of Frontier Sciences, Professor, 大学院・新領域創成科学研究科, 教授 (20192453)

Co-Investigator(Kenkyū-buntansha) KODAMA Kazuya  National Institute of Informatics, Infrastructure Systems Research Division, Research Associate, 情報基盤研究系, 助手 (80321579)
KOHIYAMA Kenji  Keio University, Graduate School of Media and Governance, Professor, 政策メディア研究科, 教授 (00306888)
Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥10,200,000 (Direct Cost: ¥10,200,000)
Fiscal Year 2002: ¥2,800,000 (Direct Cost: ¥2,800,000)
Fiscal Year 2001: ¥7,400,000 (Direct Cost: ¥7,400,000)
KeywordsFocus / Blur / Visual effect / Image Based Rendering / Motion blur / Image fusion / Microscopic images / Insects / 仮想視点画像
Research Abstract

In this project, we have investigated an innovative approach to image/video contents manipulation for various visual effect generation. In the conventional approach, the image and video have to be segmented into objects and objects are separately applied by various visual effects. Our approach is totally different from the conventional approach, in which we use multiple differently focused images and directly generate the target image without segmentation. In our new method, we can generate object-based visual effects onfy by linear processing. The specific achievements we have made in this project is shown below.
1) Development of theoretical foundation of multi-focus image processing. Rendering of various visual effects such as blur, motion blur, enhancement, phase shift was able to be controlled object by object only by linear processing of multiple differently focused images.
2) Automation of preprocessing. Registration (position, scale) is required as a preprocessing. The required preprocessing was automated.
3) Virtual view generation. Foreground and background objects were shifted by our method and virtual views were generated. The method was further applied to the so called light field rendering. Each camera of the camera array captured two differently focused images and the new views were generated from them. Because of our technique, smooth interpolation under small number of camera was achieved.
4) Image processing of microscopic images of insects. Microscopic images of insects were processed so that all focus image was generated. A large number of microscopic images were used for evaluation of the method. Depth image of the insects was also generated.

Report

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

    (29 results)

All Other

All Publications (29 results)

  • [Publications] 久保田, 相澤: "線形フィルタによる2枚の合焦画像からの任意ぼけ画像の再構成"電子情報通信学会論文誌. J83-D-II・12. 2663-2674 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 椿, 久保田, 相澤: "多数の昆虫顕微鏡画像からの全焦点画像と3次元画像の生成"映像情報メディア学会誌. 56・2. 263-270 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Kubota, K.Aizawa: "A new approach to depth range detection by producing depth-dependent blurring effect"IEEE Int.Conf.on Image Processing (ICIP2001). III. 740-743 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Y.Tsubaki, K.Aizawa: "All-focused image generation and 3D modelling of microscopic images of insects"IEEE Int.Conf.on Image Processing (ICIP2001). II. 197-200 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Saito, S.Kurihara, S.S.Fisher, K.Kohiyama: "Micro Archiving"ACM SIGGRAPH2001 Emerging Technologies. (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Kubota, K.Aizawa: "Virtual View Generation by Linear Processing of Two Differently Focused Images"ACM SIGGRAPH2002, Sketches and Application. 279 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Kubota, K.Aizawa: "Arbitrary view and focus image generation : Rendering object-based shifting and focusing effect by linear filtering"IEEE Int.Conf.on Image Processing (ICIP2002). I. 489-492 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 久保田, 相澤: "多視点・焦点画像の線形-フィルタリングによる任意視点焦点画像の生成"電子情報通信学会 画像工学研究会. IE189 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Ichikawa, K.Aizawa, T.Saito他: "Three-Dimensional Television, Video, and Display Technologies (chap 10)"Spinger. 495 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Kubota, K.Aizawa: "Reconstruction of arbitrarily blurred images from two differently focused images by linear"IEICE Trans. D-II. J83-D-II, No.12. 2663-2674 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Y.Tsubaki, A.Kubota, K.Kodama, K.Aizawa: "All-focused image generation and 3D modeling from microscopic images of insects"ITE Journal. 56, No.2. 263-270 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] B. Kubota, K.Aizawa: "A new approach to depth range detection by producing depth-dependent blurring effect"IEEE Int. Conf. on Image Processing(ICIP2001). 740-743 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Y.Tsubaki, K.Aizawa: "All-focused image generation and 3D modelling of microscopic images of insects"IEEE Int. Conf. on Image Processing(ICIP2001). 197-200 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Saito, S.Kurihara, S.S. Fisher, K.Kohiyama: "Micro Archiving"ACM SIGGRAPH2001 Emerging Technologies. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Kubota, K.Aizawa: "Virtual View Generation by Linear Processing of Two Differently Focused Images"ACM SIGGRAPH2002, Sketches and Application. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Kubota, K.Aizawa: "Arbitrary view and focus image generation : Rendering object-based shifting and focusing effect by linear filtering"IEEE Int. Conf. Image Processing (ICIP2002). 489-492 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Kubota, K.Aizawa: "Generating arbitrary view and focus image by linear filtering of multiple view and focus images"IEICE Tech. Rep.. IE2002-189.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 椿, 久保田, 相澤: "多数の昆虫顕微鏡画像からの全焦点画像と3次元画像の生成"映像情報メディア学会誌. 56.2. 263-270 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Kubota, K.Aizawa: "Virtual View Generation by Linear Processing of Two Differently Focused Images"ACM SIGGRAPH2002, Sketches and Application. 279 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Kubota, K.Aizawa: "Virtual view generation by linear processing of two differently focused images"Int. Conf. Pattern Recognition (ICPR2002). III.2 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Kubota, K.Aizawa: "Arbitrary view and focus image generation : Rendering object-based shifting and focssing effect by linear filtering"IEEE Int. Conf. Image Processing (ICIP2002). I. 489-492 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 久保田, 相澤: "多焦点ステレオ画像の線形処理による視点と焦点の内挿"画像符号化・映像メディア処理シンポジウム(PCSJ・IMPS2002). 85-86 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 久保田, 相澤: "多視点・焦点画像の線形フィルタリングによる任意視点焦点画像の生成"電子情報通信学会 画像工学研究会. IE189 35-IE189 40 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] T, Ichikawa, K.Aizawa, T.Saito他: "Three-Dimensional Television, Video, and Display Technologies (chap 10)"Spinger. 495 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 久保田, 相澤: "線形フィルタによる2枚の合焦画像からの任意ぼけ画像の再構成"電子情報通信学会論文誌. J83-D-II・12. 2663-2674 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 椿, 久保田, 相澤: "多数の昆虫顕微鏡画像からの全焦点画像と3次元画像の生成"映像情報メディア学会誌. 56・2. 263-270 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Tsubaki., K.Aizawa: "All-focused image generation and 3D modelling of microscopic images of insects"IEEE Int. Conf. on Image Processing(ICIP2001). II. 197-200 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] A.Kubota., K.Aizawa: "A new approach to depth range detection by producing depth-dependent blurring effect"IEEE Int. Conf. on Image Processing(ICIP2001). III. 740-743 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Saito., S.Kurihara., S.S.Fisher., K.Kohiyama: "Micro Archiving"ACM SIGGRAPH2001 Emerging Technilogies. (2001)

    • Related Report
      2001 Annual Research Report

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

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