You can put images that are just decorative into a HTML document like this, by setting their alt text to nothing:
<img src="decorative.png" alt="" />
This means that screen readers won't announce the image, and that if the image doesn't load, it won't show anything.
My question is, will Google Images ignore these images as well, and will it hide them in search results?