You said, you have several images on your webpage. And you don't like to use JavaScript. Then, you have to write hover settings for each image (if every image has individual hover image).
I think this is not useful to you. but if you use JavaScript, you can send parameter to one JavaScript function by hover on image to show individuals big hover image.