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A Study on Bi-Directional Gamut Mapping with Gamut Compression or Expansion for HDR Image

Research Project

Project/Area Number 16500101
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionChiba University

Principal Investigator

KOTERA Hiroaki  Chiba University, Faculty of Engineering, Professor, 工学部, 教授 (70282449)

Co-Investigator(Kenkyū-buntansha) HORIUCHI Takahiko  Chiba University, Faculty of Engineering, Associate Professor, 工学部, 助教授 (30272181)
Project Period (FY) 2004 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2005: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 2004: ¥2,000,000 (Direct Cost: ¥2,000,000)
KeywordsGamut mapping / HDR image / Gamut compression / Gamut expansion / Gamut boundary descriptor / Gamut comparison / Bi-directional mapping / Pleasant color mapping / 高レンジ画像 / 色見え
Research Abstract

We have been developing a bi-directional versatile gamut mapping algorithm with gamut compression from wide to narrow or gamut expansion from narrow to wide for obtaining a pleasant image by adapting to each device gamut effectively. The following is a summary of our results.
1.Construction of bi-directional gamut mapping model and quantitative gamut comparison method
We represented gamut shells of an image and devices such as inkjet printers and LBPs by r-image, and performed the following analysis : (a)numerical gamut comparison by r-image and (b)feature analysis of outside gamut by lightness segmentation. Then we found the following general characteristics of the gamut mapping. (1)When the most of r-image pixel values for an image are greater than those for device in entire region and around middle lightness region, a gamut compression is necessary. (2)If they are smaller than those for device in middle region and mainly located at lower region of lightness, a gamut expansion is desir … More able. Finally, we constructed a basic algorithm for bi-directional gamut mapping.
2.Development of a high accurate description method of a device gamut
In order to describe the gamut surface with a small number of color chips precisely, we developed a mapping algorithm to highly precise r-image which did not produce any empty segments by the following ideas : (1)color space was non-uniformly divided into a segment for each to include the constant color samples, (2)the gamut surface was shaped as polygon meshes, (3)the polygon meshes were divided again by a constant discrete polar angle segment (Δθ,Δψ).
3.Development of a gamut compression/expansion algorithm
We developed an image-dependent gamut expansion algorithm so called "histogram stretch method" and tested for typical image samples. We pointed out that decision of an expansion breaking point in a lightness axis was important, and decided the point statistically based on the gamut boundary of a device and the standard deviation of color distribution in an image. Furthermore, the method developed into "histogram rescaling method" which could perform continuous bi-directional mapping without any gamut comparison procedures. We verified that the adaptive gamut expansion and compression could be performed between an input image and a devise automatically through experiments with actual images.
4.Examination about an application to an HDR image
Dynamic range compression is indispensability to display an HDR image. We developed an improved Retinex model using an integrated surround field, and largely improved the color appearance at the dark place in the image by compressing a 32 bit HDR image into an 8 bit LDR image. Moreover, we developed an LCRT(Local Contrast Range Transform) algorithm and succeeded to display high quality images by applying the LCRT to HDR images captured by a video camera.
5.Development of gamut mapping algorithm to a pleasant image by scene reference
By the proposed gamut mapping based on the histogram stretch/rescaling, color reproduction process is finally entrusted to CMS. In another point of view, we developed "color transmission/color exchange algorithm between different scenes" as a new concept to produce a pleasant color image. We found possibility to get a pleasant image by gamut mapping between different scenes without any conventional color chips and any standard images. Less

Report

(3 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • Research Products

    (53 results)

All 2006 2005 2004

All Journal Article (52 results) Book (1 results)

  • [Journal Article] CRC PRESS2006

    • Author(s)
      Hiroaki Kotera, Ryoichi Saito
    • Journal Title

      COLOR IMAGE PROCESSING : Emergeing Applications Versatile Gamut Mapping Method based on Image-to-Device (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Dynamic Range Compression Preserving Local Image Contrast for Digital Video Camera2006

    • Author(s)
      Yusuke Monobe, Haruo Yamashita, Toshiharu Kurosawa, Hiroaki Kotera
    • Journal Title

      IEEE Transactions on Consumer Electronics 51・1

      Pages: 1-11

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 適応的空間処理によるビデオカメラ画像の高コントラストなレンジ圧縮2006

    • Author(s)
      物部裕亮, 山下春生, 黒澤俊春, 小寺宏嘩
    • Journal Title

      日本画像学会誌 45・1

      Pages: 22-31

    • NAID

      10020526888

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 画像の色分布に基づく色域の適応的圧縮・伸張2006

    • Author(s)
      松岡敬介, 斉藤了一, 小寺宏嘩
    • Journal Title

      日本画像学会誌 45・2

      Pages: 97-102

    • NAID

      10020526720

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Dynamic Range Compression Preserving Local Image Contrast for Digital Video Camera2006

    • Author(s)
      Yusuke Monobe, Haruo Yamashita, Toshiharu Kurosawa, Hiroaki Kotera
    • Journal Title

      IEEE Transactions on Consumer Electronics 51-1

      Pages: 1-11

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Dynamic Range Compression for Digital Video Camera Preserving High Visual Contrast by Spatially Variant Operator2006

    • Author(s)
      Yusuke Monobe, Haruo Yamashita.Toshiharu Kurosawa, Hiroaki Kotera
    • Journal Title

      Journal of the Imaging Society of Japan 45-1

      Pages: 22-31

    • NAID

      10020526888

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Adaptive Gamut Compression or Expansion based on Image Color Distribution2006

    • Author(s)
      Keisuke Matsuoka, Ryoichi Saito, Hiroaki Kotera
    • Journal Title

      Journal of the Imaging Society of Japan 45-2

      Pages: 97-102

    • NAID

      10020526720

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Versatile Gamut Mapping Method based on Image-to-Device2006

    • Author(s)
      Hiroaki Kotera, Ryoichi Saito
    • Journal Title

      COLOR IMAGE PROCESSING : Emerging Applications(CRC PRESS) (Now Printing)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Dynamic Range Compression Preserving Local Image Contrast for Digital Video Camera2006

    • Author(s)
      Yusuke Monobe, Haruo Yamashita, Toshiharu Kurosawa, Hiroaki Kotera
    • Journal Title

      IEEE Transactions on Consumer Electronics, 51・1

      Pages: 1-11

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 適応的空間処理によるビデオカメラ画像の高コントラストなレンジ圧縮2006

    • Author(s)
      物部祐亮, 山下春生, 黒澤俊晴, 小寺宏曄
    • Journal Title

      日本画像学会誌 45・1

      Pages: 22-31

    • NAID

      10020526888

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 画像の色分布に基づく色域の適応的圧縮・伸張2006

    • Author(s)
      松岡敬介, 斉藤了一, 小寺宏曄
    • Journal Title

      日本画像学会誌 45・2(掲載予定)

    • NAID

      10020526720

    • Related Report
      2005 Annual Research Report
  • [Journal Article] High Dynamic Range Compression for Digital Video Camera Using Local Contrast Enhancement2005

    • Author(s)
      Y.Monobe, H.Yamashita, Y.Kurosawa, H.Kotera
    • Journal Title

      Digest of IEEE ICCE 2005

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Gamut Mapping Adapted to Image Contents2005

    • Author(s)
      R.Saito, H.Kotera
    • Journal Title

      Proc.AIC Colour'05

      Pages: 661-664

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Scene-Referred Color Transfer for Pleasant Image on Display2005

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Proc. IEEE ICIP'05

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Versatile Gamut Mapping for Various Devices2005

    • Author(s)
      R.Saito, H.Kotera
    • Journal Title

      Proc. IS&T NIP21

      Pages: 408-411

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Intelligent Image Processing2005

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Proc. Is&T/SID's 13th Color Imaging Conference

      Pages: 1-6

    • NAID

      10014507625

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 統合周辺場を用いたRetinexモデルによるHDR画像圧縮2005

    • Author(s)
      王 立杰, 堀内隆彦, 小寺宏嘩
    • Journal Title

      カラーフォーラムJAPAN2005論文集

      Pages: 137-140

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 表示デバイスに適した高彩度画像再現のための色域伸張2005

    • Author(s)
      松岡敬介, 斉藤了一, 小寺宏嘩
    • Journal Title

      カラーフォーラムJAPAN2005論文集

      Pages: 145-148

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 統合周辺場を用いたRetinexモデルによるカラー画像の見えの改善2005

    • Author(s)
      王 立杰, 小寺宏嘩
    • Journal Title

      日本画像学会誌 44・4

      Pages: 202-210

    • NAID

      130004483794

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] High Dynamic Range Compression for Digital Video Camera Using Local Contrast Enhancement2005

    • Author(s)
      Y.Monobe, H.Yamashita, T.Kurosawa, H.Kotera
    • Journal Title

      Proceeding of Digest of IEEE ICCE 2005, 5.3.4

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Gamut Mapping Adapted to Image Contents2005

    • Author(s)
      R.Saito, H.Kotera
    • Journal Title

      Proceeding of AIC Colour'05

      Pages: 661-664

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Scene-Referred Color Transfer for Pleasant Imaging on Display2005

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Proceeding of IEEE ICIP'05

      Pages: 1-2

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Versatile Gamut Mapping for Various Devices2005

    • Author(s)
      R.Saito, H.Kotera
    • Journal Title

      Proceeding of IS & T NIP 21

      Pages: 408-411

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Intelligent Image Processing2005

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Proceeding of 13^<th> color Imaging Conference

      Pages: 1-6

    • NAID

      10014507625

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] High Dynamic Range Image Compression by Integrated Surround Retinex Model2005

    • Author(s)
      Lijie Wang, Takahiko Horiuchi, Hiroaki Kotera
    • Journal Title

      Proceeding of Color Forum JAPAN 2005 9-4

      Pages: 137-140

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Gamut Expansion for Vivid Color Image Rendition Adapted on the Display Gamut2005

    • Author(s)
      K.Matsuoka, R.Saito, H.Kotera
    • Journal Title

      Proceeding of Color Forum JAPAN 2005 9-6

      Pages: 145-148

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Appearance Improvement in Color Image by Integrated Surround Retinex Model2005

    • Author(s)
      Lijie Wang, Takahiko Horiuchi, Hiroaki Kotera
    • Journal Title

      Journal of the Imaging Society of Japan, 44-4

      Pages: 202-210

    • NAID

      130004483794

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] HDR Compression for Digital Video Camera Using Local Contrast Enhancement2005

    • Author(s)
      Y.Monobe, H.Yamashita, T.Kurosawa, H.Kotera:(2005)
    • Journal Title

      Digest of IEEE ICCE 2005

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Gamut Mapping Adapted to Image Contents2005

    • Author(s)
      R.Saito, H.Kotera
    • Journal Title

      Proc AIC Colour'05 Part I

      Pages: 661-664

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Scene-Referred Color Transfer for Pleasant Imaging on Display2005

    • Author(s)
      Hiroaki Kotera(2005)
    • Journal Title

      Proc.IEEE ICIP'05

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Versatile Gamut Mapping for Various Devices2005

    • Author(s)
      R.Saito, H.Kotera
    • Journal Title

      Proc.IS&T NIP21

      Pages: 408-411

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Intelligent Image Processing2005

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Proc.IS&T/SID's 13th Color Imaging Conference Keynote

      Pages: 1-6

    • NAID

      10014507625

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 統合周辺場を用いたRetinexモデルによるHDR画像圧縮2005

    • Author(s)
      王 立杰, 堀内隆彦, 小寺宏曄
    • Journal Title

      カラーフォーラムJAPAN2005論文集

      Pages: 137-140

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 表示デバイスに適した高彩度画像再現のための色域伸張2005

    • Author(s)
      松岡敬介, 斉藤了一, 小寺宏曄
    • Journal Title

      カラーフォーラムJAPAN2005論文集

      Pages: 145-148

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Image-dependent three-dimensional gamut mapping using gamut boundary descriptor2004

    • Author(s)
      Ryoichi Saito, Hiroaki Kotera
    • Journal Title

      Journal of Electronic Imaging 13・3

      Pages: 630-638

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Comfortable Imaging on Display2004

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Asia Display/IMID'04 DIGEST

      Pages: 436-439

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] A versatile 3D Gamut Mapping Adapted to Image Color Distribution2004

    • Author(s)
      Ryoichi Saito, Hiroaki Kotera
    • Journal Title

      Proceeding of IS & T's NIP20

      Pages: 647-651

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Automatic Interchange in Scene Colors by Image Segmentation2004

    • Author(s)
      Hiroaki Kotera, Takahiko Horiuchi
    • Journal Title

      Proceeding of 12~<th> Color Imaging Conference

      Pages: 93-99

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Fadeless Image Projection Preserving Local Contrast Under Ambient Light2004

    • Author(s)
      Y.Monobe, H.Yamashita, T.Kurosawa, H.Kotera
    • Journal Title

      Proceeding of 12~<th> Color Imaging Conference

      Pages: 130-135

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 画像の色分布に依存した適応的色域写像2004

    • Author(s)
      森谷 武司, 斉藤了一, 小寺宏曄
    • Journal Title

      2004電子情報通信学会全国大会予稿集

      Pages: 86-86

    • NAID

      110003263745

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 色領域の識別を用いたシーンカラー交換2004

    • Author(s)
      松崎敬文, 小寺宏嘩, 斉藤了一
    • Journal Title

      カラーフォーラムJAPAN2004論文集

      Pages: 9-12

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Image-dependent three-dimensional gamut mapping using gamut boundary descriptor2004

    • Author(s)
      Ryoichi Saito, Hiroaki Kotera
    • Journal Title

      Journal of Electronic Imaging 13-3

      Pages: 630-638

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Comfortable Imaging on Display2004

    • Author(s)
      Hiroaki Kotera
    • Journal Title

      Proceeding of Asia Display/IMID'04 DIGEST

      Pages: 436-439

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A versatile 3D Gamut Mapping Adapted to Image Color Distribution2004

    • Author(s)
      Ryoichi Saito, Hiroaki Kotera
    • Journal Title

      Proceeding of IS & T's NIP 20

      Pages: 647-651

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Automatic Interchange in Scene Colors by Image Segmentation2004

    • Author(s)
      Hiroaki Kotera, Takahiko Horiuchi
    • Journal Title

      Proceeding of 12^<th> color Imaging Conference

      Pages: 93-99

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Fadeless Image Projection Preserving Local Contrast Under Ambient Light2004

    • Author(s)
      Y.Monobe, H.Yamashita, T.Kurosawa, H.Kotera
    • Journal Title

      Proceeding of 12^<th> color Imaging Conference

      Pages: 130-135

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Adaptive Gamut Mapping Based on Image Color Distribution2004

    • Author(s)
      T.Moriya, R.Saito, H.Kotera
    • Journal Title

      Proceeding of 2004 IEICE General Conference, D 11

      Pages: 86-86

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Interchange in Scene Colors by Color Region Segmentation2004

    • Author(s)
      Y.Matsusaki, H.Kotera, R.Saito
    • Journal Title

      Proceeding of Color Forum JAPAN 1-2

      Pages: 9-12

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Image-dependent three-dimensional gamut mapping using gamut boundary descriptor2004

    • Author(s)
      Ryoichi Saito, Hiroaki Kotera
    • Journal Title

      Journal of Electronic Imaging 13(3)

      Pages: 630-638

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Automatic Interchange in Scene Colors by Image Segmentation2004

    • Author(s)
      Hiroaki Kotera, Takahiko Horiuchi
    • Journal Title

      Proceeding of 12^<th> Color Imaging Conference

      Pages: 93-99

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 画像の色分布に依存した適応的色域写像2004

    • Author(s)
      森谷武司, 斉藤了一, 小寺宏曄
    • Journal Title

      2004年電子情報通信学会全国大会予稿集

      Pages: 86-86

    • NAID

      110003263745

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 色領域の識別を用いたシーンカラー交換2004

    • Author(s)
      松崎敬文, 小寺宏曄, 斉藤了一
    • Journal Title

      カラーフォーラムJAPAN 2004論文集

      Pages: 9-12

    • Related Report
      2004 Annual Research Report
  • [Book] COLOR IMAGE PROCESSING : Emerging Applications Versatile Gamut Mapping Method based on Image-to-Device2006

    • Author(s)
      Hiroaki Kotera, Ryoichi Saito
    • Publisher
      CRC PRESS(印刷中)
    • Related Report
      2005 Annual Research Report

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Published: 2004-04-01   Modified: 2016-04-21  

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