Does Compressed Sensing bring anything new to data Compression?

Posted by anon on Stack Overflow See other posts from Stack Overflow or by anon
Published on 2010-02-24T20:58:44Z Indexed on 2010/03/12 13:17 UTC
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Compressed sensing is great for situations where capturing data is expensive (either in energy or time), and thus less samples can now be taken.

However, in situations like image compression, given that the data is already on the computer -- does compressed sensing offer anything? For example, would it offer better data compression? Would it result in better image search?...

(Note: If you don't know what the field of Compressed Sensing is, please do not respond.)

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