The Community for Technology Leaders
Green Image
Issue No. 12 - Dec. (2014 vol. 20)
ISSN: 1077-2626
pp: 2397-2406
Steffen Frey , , University of Stuttgart
Filip Sadlo , , University of Stuttgart
Kwan-Liu Ma , , UC Davis
Thomas Ertl , , University of Stuttgart
ABSTRACT
We present a novel scheme for progressive rendering in interactive visualization. Static settings with respect to a certain image quality or frame rate are inherently incapable of delivering both high frame rates for rapid changes and high image quality for detailed investigation. Our novel technique flexibly adapts by steering the visualization process in three major degrees of freedom: when to terminate the refinement of a frame in the background and start a new one, when to display a frame currently computed, and how much resources to consume. We base these decisions on the correlation of the errors due to insufficient sampling and response delay, which we estimate separately using fast yet expressive heuristics. To automate the configuration of the steering behavior, we employ offline video quality analysis. We provide an efficient implementation of our scheme for the application of volume raycasting, featuring integrated GPU-accelerated image reconstruction and error estimation. Our implementation performs an integral handling of the changes due to camera transforms, transfer function adaptations, as well as the progression of the data to in time. Finally, the overall technique is evaluated with an expert study.
INDEX TERMS
Rendering (computer graphics), Interactive systems, Image resolution, Quality assessment, Data visualization, Video recording, Optimization
CITATION

S. Frey, F. Sadlo, K. Ma and T. Ertl, "Interactive Progressive Visualization with Space-Time Error Control," in IEEE Transactions on Visualization & Computer Graphics, vol. 20, no. 12, pp. 2397-2406, 2014.
doi:10.1109/TVCG.2014.2346319
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