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Improvement of data compression and coding efficiency using non-harmonic analysis

Research Project

Project/Area Number 15K12062
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionUniversity of Toyama

Principal Investigator

Hirobayashi Shigeki  富山大学, 大学院理工学研究部(工学), 教授 (40272950)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords画像工学 / 信号処理 / 符号化技術 / 画像情報処理
Outline of Final Research Achievements

Although several algorithms can modify images in an undetectable manner for object removal or image recovery, the recovered spectral structure differs from the original one. In this research, we obtain a recovered spectral structure resembling the original one from a known region surrounding a missing region. The proposed method is based on a previously proposed concept, known as non-harmonic analysis (NHA). NHA can be used to extract accurate spectra, irrespective of the window function, and frequency resolution of low frequencies is higher than that of the discrete Fourier transform. We conducted a numerical experiment to verify the accuracy of the spectrum extracted from an artificial signal. The results carried out on several artificially produced damaged images show that a high-quality image is obtained.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (1 results)

All 2017

All Journal Article (1 results) (of which Peer Reviewed: 1 results)

  • [Journal Article] Removal of salt-and-pepper noise using a high-precision frequency analysis approach2017

    • Author(s)
      Masaya Hasegawa, Kazuki Sakashita, Kousei Uchikoshi, Shigeki Hirobayashi, Tadanobu Misawa
    • Journal Title

      IEICE transactions on information and systems

      Volume: E100-D Pages: 1097-1105

    • NAID

      130005631754

    • Related Report
      2016 Research-status Report
    • Peer Reviewed

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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