Title :
A fuzzy logic model of visual importance for efficient image synthesis
Author :
Brown, Ross ; Pham, Binh ; Maeder, Anthony
Author_Institution :
Smart Devices Lab., Queensland Univ. of Technol., Brisbane, Qld., Australia
fDate :
6/23/1905 12:00:00 AM
Abstract :
Experiments have shown that viewers only regard certain informative regions within a presented image. Furthermore, it has been shown that these regions of interest contain low level feature differences that influence the fixation time of the viewer. We present a fuzzy logic model of visual attention which seeks to compute the relative visual importance of regions in an image based upon these spatial feature differences. We also demonstrate some of the possible savings to be had in applying the visual importance model to the modulation of super-sampling In a ray-traced image. We expect this approach to have applications in the entertainment industry where image fidelity may be sacrificed for efficiency purposes
Keywords :
fuzzy logic; ray tracing; rendering (computer graphics); entertainment industry; fixation time; fuzzy logic model; image fidelity; image synthesis; informative regions; low level feature differences; ray-traced image; regions of interest; spatial feature differences; super-sampling; visual attention; visual importance; Adaptive systems; Fuzzy logic; Fuzzy systems; Image coding; Image generation; Laboratories; Layout; Psychology; Ray tracing; Rendering (computer graphics);
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1008920