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
Link To Document