HDR-VDP-2 is relatively recent metric that produces predictions for difference 
visibility and quality degradation.
http://sourceforge.net/apps/mediawiki/hdrvdp/index.php?title=Main_Page
It could been interesting to add this metric in future studies.

RafaƂ Mantiuk (the guy behind HDR-VDP-2) also worked on this paper: "New 
Measurements Reveal Weaknesses of Image Quality Metrics in Evaluating Graphics 
Artifacts" http://www.mpi-inf.mpg.de/resources/hdr/iqm-evaluation/

Which leads to think that doing some blinded experiment (real people evaluating 
the images) to compare compressed images has still some value. It could be fun 
to conduct such an experience, presenting 2 or 3 versions of the same image 
compressed with different methods and asking a wide panel (could be open to 
anyone on the web) to pick their favorite one.
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