Tried to use RGB color code in Outlook Signature, I finally found how to make them work.
Microsoft use a strange method for RGB colors, here is how it works :

MS Color code = (Blue*65536) + (Green*256) + Red



For Blue color (R0 G84 B158):
 Code:
$objSelection.Font.Color = "10376192"