Visualization of boundaries in volumetric data sets using LH histograms

IEEE Trans Vis Comput Graph. 2006 Mar-Apr;12(2):208-18. doi: 10.1109/TVCG.2006.39.

Abstract

A crucial step in volume rendering is the design of transfer functions that will highlight those aspects of the volume data that are of interest to the user. For many applications, boundaries carry most of the relevant information. Reliable detection of boundaries is often hampered by limitations of the imaging process, such as blurring and noise. We present a method to identify the materials that form the boundaries. These materials are then used in a new domain that facilitates interactive and semiautomatic design of appropriate transfer functions. We also show how the obtained boundary information can be used in region-growing-based segmentation.

Publication types

  • Comparative Study
  • Evaluation Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Computer Graphics*
  • Computer Simulation
  • Data Interpretation, Statistical
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Imaging, Three-Dimensional / methods*
  • Information Storage and Retrieval / methods
  • Models, Statistical
  • Numerical Analysis, Computer-Assisted
  • Signal Processing, Computer-Assisted
  • User-Computer Interface*