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The second transformation is median-removal, by analogy with mean-removed VQ. We subtract the median value from each data lumisphere. (We use the median rather than the mean because it is robust with respect to outliers and missing data.) If we store the median values uncompressed we can ensure that detailed diffuse texture will be maintained through compression.