An intelligent system approach to higher-dimensional classification of volume data

@article{Tzeng2005AnIS,
  title={An intelligent system approach to higher-dimensional classification of volume data},
  author={Fan-Yin Tzeng and Eric B. Lum and Kwan-Liu Ma},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2005},
  volume={11},
  pages={273-284}
}
In volume data visualization, the classification step is used to determine voxel visibility and is usually carried out through the interactive editing of a transfer function that defines a mapping between voxel value and color/opacity. This approach is limited by the difficulties in working effectively in the transfer function space beyond two dimensions. We present a new approach to the volume classification problem which couples machine learning and a painting metaphor to allow more… CONTINUE READING
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