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Image/video coding using content-aware resizing

Research Project

Project/Area Number 24760288
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

TANAKA Yuichi  東京農工大学, 工学(系)研究科(研究院), 准教授 (10547029)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords映像符号化 / ウェーブレット・フィルタバンク / リターゲティング / 信号処理 / コンテンツ考慮型拡縮 / 画像符号化 / 画像処理 / wavelet
Outline of Final Research Achievements

We realized ROI (region of interest) image/video coding using content-aware resizing. Content-aware resizing is an image resizing method which has emerged in computer graphics. It automatically extracts ROI from an image and resizes it so that the resulting image preserves ROI as large as possible. We integrated it into image coding, and extended the method to video coding.
In experimental results, content-aware image/video coding was realized with a small amount of overhead bitrates from image/video coding without considering ROI. We further extended our approach to other image processing applications.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (30 results)

All 2015 2014 2013 2012 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (24 results) (of which Invited: 2 results) Remarks (2 results)

  • [Journal Article] M-channel oversampled graph filter banks2014

    • Author(s)
      Y. Tanaka and A. Sakiyama
    • Journal Title

      IEEE Transactions on Signal Processing

      Volume: 62 Issue: 14 Pages: 3578-3590

    • DOI

      10.1109/tsp.2014.2328983

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Modified high-order edge-directed interpolation for distributed video coding based on selective data pruning2014

    • Author(s)
      V. H. Le, K. Shinoda, M. Hasegawa, S. Kato, and Y. Tanaka
    • Journal Title

      IIEEJ Transactions on Image Electronics and Visual Computing

      Volume: 2 Pages: 1-1

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Rate-dependent seam carving and its application to content-aware image coding2013

    • Author(s)
      Y. Tanaka, T. Yoshida, M. Hasegawa, S. Kato, and M. Ikehara
    • Journal Title

      APSIPA Trans. on Signal and Information Processing

      Volume: 2 Issue: 1 Pages: 1-15

    • DOI

      10.1017/atsip.2013.3

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Flexible Combination of Time-Domain Lapped Transforms with Various Downsampling Factors2012

    • Author(s)
      Y. Tanaka, M. Hasegawa, and S. Kato
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E95.A Issue: 11 Pages: 2049-2058

    • DOI

      10.1587/transfun.E95.A.2049

    • NAID

      10031142614

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Content-aware image compression using iterative edge-directed interpolation2015

    • Author(s)
      細貝恵利,田中雄一
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      ホテルミヤヒラ・石垣・沖縄
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Performance analysis of retargeting pyramid and its applications2015

    • Author(s)
      森田亮佑,田中雄一
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      ホテルミヤヒラ・石垣・沖縄
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] MULTIDIMENSIONAL LINEAR-PHASE PERFECT RECONSTRUCTION FILTER BANKS WITH HIGHER ORDER FEASIBLE BUILDING BLOCKS2014

    • Author(s)
      A. Hamamoto and Y. Tanaka
    • Organizer
      ICIP 2014
    • Place of Presentation
      パリ・フランス
    • Year and Date
      2014-10-27 – 2014-10-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] EDGE-AWARE IMAGE GRAPH EXPANSION METHODS FOR OVERSAMPLED GRAPH LAPLACIAN MATRIX2014

    • Author(s)
      A. Sakiyama and Y. Tanaka
    • Organizer
      ICIP 2014
    • Place of Presentation
      パリ・フランス
    • Year and Date
      2014-10-27 – 2014-10-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] TRILATERAL FILTER ON GRAPH SPECTRAL DOMAIN2014

    • Author(s)
      M. Onuki and Y. Tanaka
    • Organizer
      ICIP 2014
    • Place of Presentation
      パリ・フランス
    • Year and Date
      2014-10-27 – 2014-10-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] DEPTH MAP DENOISING USING COLLABORATIVE GRAPH WAVELET SHRINKAGE ON CONNECTED IMAGE PATCHES2014

    • Author(s)
      Y. Iizuka and Y. Tanaka
    • Organizer
      ICIP 2014
    • Place of Presentation
      パリ・フランス
    • Year and Date
      2014-10-27 – 2014-10-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] OVERSAMPLED GRAPH LAPLACIAN MATRIX FOR GRAPH SIGNALS2014

    • Author(s)
      A. Sakiyama and Y. Tanaka
    • Organizer
      EUSIPCO 2014
    • Place of Presentation
      リスボン・ポルトガル
    • Year and Date
      2014-09-01 – 2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Retargeting pyramid using direct decimation2014

    • Author(s)
      R. Morita, K. Shirai, and Y. Tanaka
    • Organizer
      ICASSP 2014
    • Place of Presentation
      フィレンツェ・イタリア
    • Year and Date
      2014-05-04 – 2014-05-09
    • Related Report
      2014 Annual Research Report 2013 Research-status Report
  • [Presentation] M-channel oversampled perfect reconstruction filter banks for graph signals2014

    • Author(s)
      Y. Tanaka and A. Sakiyama
    • Organizer
      ICASSP 2014
    • Place of Presentation
      フィレンツェ・イタリア
    • Year and Date
      2014-05-04 – 2014-05-09
    • Related Report
      2014 Annual Research Report 2013 Research-status Report
  • [Presentation] Trilateral filter on graph spectral domain2014

    • Author(s)
      小貫真希,田中雄一
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      大阪市立大学・大阪
    • Related Report
      2013 Research-status Report
  • [Presentation] グラフ信号処理のすゝめ2013

    • Author(s)
      田中雄一
    • Organizer
      第28回信号処理シンポジウム
    • Place of Presentation
      海峡メッセ下関・山口
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] M-channel oversampled perfect reconstruction filter banks for graph signals2013

    • Author(s)
      田中雄一,崎山亮恵
    • Organizer
      第28回信号処理シンポジウム
    • Place of Presentation
      海峡メッセ下関・山口
    • Related Report
      2013 Research-status Report
  • [Presentation] グラフ信号処理のためのラプラシアンピラミッドの設計2013

    • Author(s)
      崎山亮恵,田中雄一
    • Organizer
      第28回信号処理シンポジウム
    • Place of Presentation
      海峡メッセ下関・山口
    • Related Report
      2013 Research-status Report
  • [Presentation] 可変間引き率重複変換のための最適なprefilter設計2013

    • Author(s)
      小貫真希,田中雄一
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      岡山大学・岡山
    • Related Report
      2013 Research-status Report 2012 Research-status Report
  • [Presentation] Scalable image representation using improved retargeting pyramid2013

    • Author(s)
      Y. Tanaka and K. Shirai
    • Organizer
      ICASSP 2013
    • Place of Presentation
      バンクーバー・カナダ
    • Related Report
      2013 Research-status Report
  • [Presentation] Selective data pruning based distributed video coding with modified high-order edge-directed interpolation2013

    • Author(s)
      H. V. Le, K. Shinoda, M. Hasegawa, S. Kato, and Y. Tanaka
    • Organizer
      ICIP 2013
    • Place of Presentation
      メルボルン・オーストラリア
    • Related Report
      2013 Research-status Report
  • [Presentation] Design of optimized prefilters for time-domain lapped transforms with various downsampling factors2013

    • Author(s)
      M. Onuki and Y. Tanaka
    • Organizer
      ICIP 2013
    • Place of Presentation
      メルボルン・オーストラリア
    • Related Report
      2013 Research-status Report
  • [Presentation] Design of optimized prefilters for time-domain lapped transforms with various downsampling factors2013

    • Author(s)
      M. Onuki and Y. Tanaka
    • Organizer
      ICIP 2013
    • Place of Presentation
      Melbourne Convention and Exhibition Centre・メルボルン・オーストラリア
    • Related Report
      2012 Research-status Report
  • [Presentation] Selective data pruning based distributed video coding with modified high-order edge-directed interpolation2013

    • Author(s)
      H. V. Le, K. Shinoda, M. Hasegawa, S. Kato, and Y. Tanaka
    • Organizer
      ICIP 2013
    • Place of Presentation
      Melbourne Convention and Exhibition Centre・メルボルン・オーストラリア
    • Related Report
      2012 Research-status Report
  • [Presentation] Scalable image representation using improved retargeting pyramid2013

    • Author(s)
      Y. Tanaka and K. Shirai
    • Organizer
      ICASSP 2013
    • Place of Presentation
      Vancouver Convention Centre・バンクーバー・カナダ
    • Related Report
      2012 Research-status Report
  • [Presentation] Directional image decomposition using retargeting pyramid2012

    • Author(s)
      Y. Tanaka and K. Shirai
    • Organizer
      APSIPA Annual Summit and Conference 2012
    • Place of Presentation
      Loews Hollywood Hotel・ロサンゼルス・アメリカ合衆国
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Wavelet-based content-aware image coding with rate-dependent seam carving2012

    • Author(s)
      T. Yoshida, Y. Tanaka, M. Hasegawa, S. Kato, and M. Ikehara
    • Organizer
      ICIP 2012
    • Place of Presentation
      Disney Coronado Springs Resort・オーランド・アメリカ合衆国
    • Related Report
      2012 Research-status Report
  • [Presentation] Wavelet-based Content-Aware Image Coding with Rate-Dependent Seam Carving2012

    • Author(s)
      田中雄一,吉田太一,長谷川まどか,加藤茂夫,池原雅章
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      京都リサーチパーク・京都
    • Related Report
      2012 Research-status Report
  • [Presentation] Directional Image Decomposition Using Retargeting Pyramid2012

    • Author(s)
      田中雄一,白井啓一郎
    • Organizer
      第27回信号処理シンポジウム
    • Place of Presentation
      ANAインターコンチネンタル石垣リゾート・沖縄
    • Related Report
      2012 Research-status Report
  • [Remarks] 多次元マルチメディア信号処理研究グループ(田中雄一研究室)

    • URL

      http://msp.lab.tuat.ac.jp/

    • Related Report
      2013 Research-status Report
  • [Remarks] 多次元マルチメディア信号処理研究グループ(田中雄一研究室)

    • URL

      http://msp.lab.tuat.ac.jp/

    • Related Report
      2012 Research-status Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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