No noticeable difference evaluation of image data compression

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, a new way of evaluating image compression performance is proposed in order to reflect the human visual perception perspective in image compression and its applications: 'No noticeable difference (NND) is allowed in commercial use.' Various methodologies have been proposed and utilized to evaluate image compression performance with both objective and subjective measures for the given rate-distortion curve, which is used to claim that a codec is better than another in a quantitative manner. In this paper, a NND-based subjective experiment is carried out to see if the existing standard image codecs such as JPEG and JPEG2000 still make a reasonable difference in performance. The experimental results on standard test images reveal that there is no great difference in performance between the two standard codecs including a few cases where JPEG outperformed JPEG2000.

Original languageEnglish
Title of host publicationProceedings of 2016 5th International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages505-509
Number of pages5
ISBN (Electronic)9781509012459
DOIs
StatePublished - 2017 Jul 10
Event5th International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC 2016 - Beijing, China
Duration: 2016 Sep 232016 Sep 25

Publication series

NameProceedings of 2016 5th International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC 2016

Other

Other5th International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC 2016
CountryChina
CityBeijing
Period16/09/2316/09/25

Keywords

  • Image compression
  • JPEG
  • JPEG2000
  • Subjective evaluation

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  • Cite this

    Jang, E. S. (2017). No noticeable difference evaluation of image data compression. In Proceedings of 2016 5th International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC 2016 (pp. 505-509). [7974626] (Proceedings of 2016 5th International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICNIDC.2016.7974626