• DocumentCode
    2388152
  • Title

    Visual fixation patterns in subjective quality assessment: The relative impact of image content and structural distortions

  • Author

    Engelke, Ulrich ; Zepernick, Hans-Jurgen ; Maeder, Anthony

  • Author_Institution
    Blekinge Inst. of Technol., Karlskrona, Sweden
  • fYear
    2010
  • fDate
    6-8 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The viewing behaviour of human observers during image quality assessment is analysed. In this respect, the relative impact of image content and structural distortions is of particular interest. Two subjective experiments were conducted as a basis for analysis; a region-of-interest (ROI) experiment and an eye tracking experiment under quality assessment task. A correlation analysis and a receiver operating characteristics analysis reveal, that quality assessment takes place mainly within the ROI, indicating a higher impact of the content as compared to the distortions. This seems to be only contradicted by very strong and localised distortions outside the ROI.
  • Keywords
    distortion; image processing; object tracking; correlation analysis; eye tracking experiment; image content; image quality assessment; receiver operating characteristics analysis; region-of-interest experiment; structural distortion; subjective quality assessment; visual fixation pattern; Eye tracking; image quality assessment; region-of-interest; visual attention;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communication Systems (ISPACS), 2010 International Symposium on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-7369-4
  • Type

    conf

  • DOI
    10.1109/ISPACS.2010.5704603
  • Filename
    5704603