Converting Low MP3 to High AAC

Does anyone know if there would be sound quality loss if I took a 128kbps MP3 Sound File and used iTunes "Convert Selection to..." to convert it to a 320kbps AAC.
I get a bit confused becuase I am recompressing an already compressed file but it is suppose to be a better method of compression. Does it uncompress first like a JPG? CAN it be uncompressed first and then recompressed?
Any enlightenment would be appreciated.
Thanks!
-ROD

I am by no means an expert on audio conversion, but as I understand it the sound quality of an audio file will be reduced when converting it from one lossy format to another, especially when trying to go from a smaller size/ lower bitrate to a larger size/ higher bitrate.
(paraphrased from Andrew Davidson's Transcoding MP3 Files - Notes & Hints)
When transcoding, the MP3 must be decompressed (if only temporarily) to a decoded format (e.g. raw PCM) before re-encoding. Because of quality concerns, transcoding is not recommended…Transcoding upwards offers no quality benefit whatsoever, and results in a bigger file, so most of the time it is completely pointless. There is no point to transcoding upward (e.g. from 128Kbps to 256Kbps) except in the extremely unusual situation of a hardware player not supporting certain bitrates.
For much more info about your question, google "convert MP3 to AAC quality loss -download" and "convert audio file smaller to larger quality loss -download" (the -download filters out most of the "download our great conversion software" hits).
G4 iMac   Mac OS X (10.3.9)  

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