You may have noticed that there's a width restriction on images in the Gallery, and so may be wondering how to save any of the backgrounds at their full size - or, larger than 650 pixels wide, at least?
The full-sized image still there. To access it, right click an image, and select "Open image in new tab". The full-sized version will open and you can save it from there :)
Magic! :P