to learn basics of compression, go for Multimedia Communication byLI and DREW.
there u have basics of AUDIo, IMAGE & VIDEO Compression .........good for starters!!!
RC Gonzalez & RE Woods, Digital Image Processing Using Matlab is a good book, having theory of DIP and matlab example codes. Anyway, I'm still looking for this book. If anyone has the softcopy of this book, please upload.