I/O optimal isosurface extraction

Yi Jen Chiang, Claudio T. Silva

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper we give I/O-optimal techniques for the extraction of isosurfaces from volumetric data, by a novel application of the I/O-optimal interval tree of Arge and Vitter. The main idea is to preprocess the dataset once and for all to build an efficient search structure in disk, and then each time we want to extract an isosurface, we perform an output-sensitive query on the search structure to retrieve only those active cells that are intersected by the isosurface. During the query operation, only two blocks of main memory space are needed, and only those active cells are brought into the main memory, plus some negligible overhead of disk accesses. This implies that we can efficiently visualize very large datasets on workstations with just enough main memory to hold the isosurfaces themselves. The implementation is delicate but not complicated. We give the first implementation of the I/O-optimal interval tree, and also implement our methods as an I/O filter for Vtk's isosurface extraction for the case of unstructured grids. We show that, in practice, our algorithms improve the performance of isosurface extraction by speeding up the active-cell searching process so that it is no longer a bottleneck. Moreover, this search time is independent of the main memory available. The practical efficiency of our techniques reflects their theoretical optimality.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE Visualization Conference
PublisherIEEE Comp Soc
Pages293-300
Number of pages8
StatePublished - 1997
EventProceedings of the 1997 IEEE Visualization Conference - Phoenix, AZ, USA
Duration: Oct 19 1997Oct 24 1997

Other

OtherProceedings of the 1997 IEEE Visualization Conference
CityPhoenix, AZ, USA
Period10/19/9710/24/97

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ASJC Scopus subject areas

  • Computer Science(all)
  • Engineering(all)

Cite this

Chiang, Y. J., & Silva, C. T. (1997). I/O optimal isosurface extraction. In Proceedings of the IEEE Visualization Conference (pp. 293-300). IEEE Comp Soc.