Google’s John Mueller said this morning in a webmaster hangout at the 20:55 mark that Google Image search does not index and rank images from CSS background code. He said if you want your images to rank in Google Image search then you best use normal image tag with the source attribute pointing at the image.

So do not use this:

Instead use this:

Here is what John said:

Here is the video embed:

Forum discussion at YouTube.