It is basically impossible to fully anonymize a browser as long as JavaScript+plugins are running. EFF's Panopticlick [1] and browserleaks [2] are good at explaining some of these fingerprinting vectors.

[1] https://panopticlick.eff.org/

[2] http://browserleaks.com/