Title :
Saliency-guided Enhancement for Volume Visualization
Author :
Kim, Youngmin ; Varshney, Amitabh
Author_Institution :
Maryland Univ., College Park, MD
Abstract :
Recent research in visual saliency has established a computational measure of perceptual importance. In this paper we present a visual-saliency-based operator to enhance selected regions of a volume. We show how we use such an operator on a user-specified saliency field to compute an emphasis field. We further discuss how the emphasis field can be integrated into the visualization pipeline through its modifications of regional luminance and chrominance. Finally, we validate our work using an eye-tracking-based user study and show that our new saliency enhancement operator is more effective at eliciting viewer attention than the traditional Gaussian enhancement operator
Keywords :
data visualisation; rendering (computer graphics); saliency-guided enhancement; visual-saliency-based operator; volume rendering; volume visualization; Art; Biomedical imaging; Data visualization; Geometry; Humans; Large-scale systems; Mouth; Optical attenuators; Pipelines; Transfer functions; Saliency; non-photorealistic rendering; perceptual enhancement; visual attention; volume rendering; Algorithms; Attention; Computer Graphics; Eye Movements; Fixation, Ocular; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; User-Computer Interface;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2006.174