Ok, so I just understood why the colors of my videos where so crappy : Nvidia.
In the drivers they have a special function to correct colors in video but I don't need it since my monitor is already calibrated but that thing won't let the icc profil kick in.
So, how do I desactivate that function or load the icc profil in it ?