I say keep it as is. It's a good way to separate the two visuals and the color complements the texturous industrial blue bit quite well I think. Possibly a darker tone on the two parallel lines but I think it's quite classy myself as is.
If you take the bars out the image looks pretty bare and lacks that extra element of pizzaz.