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Image Synthesis from Real and Generated Images by Using A Unified Camera Model

Research Project

Project/Area Number 08680410
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionHiroshima City University

Principal Investigator

ASADA Naoki  Hiroshima City University, Faculty of Information Sciences, Professor, 情報科学部, 教授 (10167885)

Co-Investigator(Kenkyū-buntansha) AOYAMA Masahito  Hiroshima City University, Faculty of Information Sciences, Research Associate, 情報科学部, 助手 (40285424)
BABA Masashi  Hiroshima City University, Faculty of Information Sciences, Research Associate, 情報科学部, 助手 (30281281)
AMANO Akira  Hiroshima City University, Faculty of Information Sciences, Associate professor, 情報科学部, 助教授 (60252491)
Project Period (FY) 1996 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥2,500,000 (Direct Cost: ¥2,500,000)
Fiscal Year 1998: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1997: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1996: ¥1,600,000 (Direct Cost: ¥1,600,000)
KeywordsCamera Model / Camera Calibration / Image Synthesis / Zoom Lens / Computer Vision / Computer Graphics / ズ-ムレンズ / 工学的歪み / 口径触現象 / 可変円筒モデル
Research Abstract

We have investigated a method to synthesize realistic images from real and generated images based on camera calibration.
1. Calibrated Computer Graphics : We have proposed a new scheme for image synthesis called "Cali-brated Computer Graphics" and presents a method to produce defocused images based on a camera model and lens parameters obtained by calibrating a real camera. Using the reversed projection image blurring model, we have developed a multiple Z-buffer algorithm to generate images of arbitrary focus settings. Experimental verification demonstrated that the quality of reality of the generated images was as high as that of the real images.
2. Improvement of Image Generation Algorithm : The computation of the multiple Z-buffer algorithm is rather heavy because the standard Z-buffer algorithm is applied on every pixel of an image to be generated. We have developed a multiple pinhole algorithm in which images are generated by accumulating a set of shifted pinhole images. and discuss … More ed the improvement of both algorithms by evaluating the trade-off between the reduction of computation time and the degradation of image quality.
3. A Unified Camera Model of Zoom, Focus and Iris Parameters : We have proposed a unified camera model of zoom, focus and iris parameters for "Calibrated Computer Graphics". We first discuss the properties of the camera parameters and present a thin-lens-based camera model that describes the relationship between zoom, focus and iris parameters. Using the multiple Z-buffer algorithm with the calibration results, we generated images and compared them with real images of the same scene.
4. Photometric Calibration of Zoom Lens Systems : We have developed a calibration method of zoom lens systems to eliminate the photometric distortion due to vignetting. A novel camera model including the variable cylinder is proposed to account. for the marginal intensity reduction observed in images. We presented the calibration method to estimate the intensity reduction from the lens parameters of zoom and iris. Less

Report

(4 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • 1996 Annual Research Report
  • Research Products

    (22 results)

All Other

All Publications (22 results)

  • [Publications] 天野 晃: "ズームレンズの光学的歪みの解析と補正" 電子情報通信学会論文誌D-II. J80-D-II・6. 1458-1465 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Naoki Asada: "Edge and Depth from Focus" International Journal of Computer Vision. 26・2. 153-163 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Naoki Asada: "Seeing Behind the Scene : Analysis of photometric properties of occluding edges by the reversed projection blurring model" IEEE Transactions of Pattern Analysis and Machine Intelligence. 20・2. 155-167 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 馬場雅志: "Calibrated Computer Graphicsによる画像合成の試み : -カメラキャリブレーションに基づく任意フォーカス画像の生成と検証-" 情報処理学会論文誌. 39・7. 2180-2188 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Naoki Asada: "Photometric Calibration of Zoom Lens Systems" Proceedings of International Conference on Pattern Recognition. A. 186-190 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Naoki Asada: "Calibrated Computer Graphics : A new approach to realistic image synthesis based on camera calibration" Proceedings of International Conference on Pattern Recognition. 1. 705-707 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Amano, Akira: "Photometric Calibration of Zoom Lens Systems : Analysis and correction of vignetting distortion by the variable cylinder model" Transactions of Institute of Electronics, Information and Communication Engineers D-II. Vol.J80-D-II, No.6. 1458-1465 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Asada, Naoki: "Edge and Depth from Focus" International Journal of Computer Vision. Vol.26, No.2. 153-163 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Asada, Naoki: "Seeing Behind the Scene : Analysis of photometric properties of occluding edges by the reversed projection blurring model" IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol.20, No.2. 155-167 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Baba, Masashi: "Calibrated Computer Graphics : A new approach to image synthesis based on camera calibration" Transactions of Information Processing, Society of Japan. Vol.39, No.7. 2180-2188 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Asada, Naoki: "Photometric Calibration of Zoom Lens Systems" Proceedings of International Conference on Pattern Recognition. Vol.A. 186-190 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Asada, Naoki: "Calibrated Computer Graphics : A new approach to realistic image synthesis based on camera calibration" Proceedings of International Conference on Pattern Recognition. Vol.1. 705-707 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Naoki Asada: "Seeing Behind the Scene:Analysis of photometric properties of occluding edges by the reversed projection blurring model" IEEE Transactions on Pattern Analysis and Machine Intelligence. 20・2. 155-167 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Naoki Asada: "Edge and Depth from Focus" International Journal of Computer Vision. 26・2. 153-163 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 馬場雅志: "Calibrated Computer Graphicsによる画像合成の試み:-カメラキャリブレーションに基づく任意フォーカス画像の生成と検証-" 情報処理学会論文誌. 39・7. 2180-2188 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Naoki Asada: "Calibrated Computer Graphics:A new approach to realistic image synthesis based on camera calibration" Proceedings of International Conference on Pattern Recognition. 1. 705-707 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Naoki Asada: "Seeing Behind the Scene" IEEE Transactions on Pattern Analysis and Machine Intelligence. to appear. (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] Naoki Asada: "Edge and Depth from Focus" International Journal of Computer Vision. 26・2. 1-11 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 天野 晃: "ズ-ムレンズの光学的歪みの解析と補正" 電子情報通信学会論文誌D-II. J80-D-II・6. 1458-1465 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 馬場雅志: "Calibrated Computer Graphicsによる画像合成の試み" グラフィクスとCAD論文集. 123-130 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] NAOKI ASADA: "Photometric Calibration of Zoom Lens Systems" Proceedings of International Conferenceon Pattern Recognition. A. A186-A190 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 天野晃: "ズ-ムレンズの光学的歪みの解析と補正" 画像の認識・理解シンポジウム論文集. I. 307-312 (1996)

    • Related Report
      1996 Annual Research Report

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

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