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> The high frequency information is gone

diminished in power.

It's only gone if it goes below the quantization threshold. Depends on the filter.



True. I think the reasonable assumption would be a low-pass filter that removes high frequencies altogether. A gaussian filter wouldn't be a particularly good idea.




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