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The following links lead to tutorials and sample code for dealing with image manipulation using the standard classes in the java.awt hierarchy and the Java Advanced Imaging (JAI) API (which is a non-core library for image editing and processing provided by Sun).
If you're willing to spend some money on a book, some have been published recently that deal with image manipulation and processing with Java. The emphasis differs: sometimes image processing is explained in general with Java code examples, sometimes Java2D and JAI are explained. Visit online bookstores and search for keywords like Java, image processing or graphics to get some titles. I haven't read any of those books so I cannot recommend one. Check out the reader comments.
A lot of image processing information is available online, from basic tutorials to very specialized scientific articles (use CiteSeer to search for those articles).