Just use the ImageIO class. It will do an http request under the hood.
Ex:
URL url = new URL("http://www.website.com/image/mypic.jpg");
Image image = ImageIO.read(url);
Take a look at lines 143-180 here for an example on how to save the files out to a local image cache...