New schemes for classification of images are suggested. An application of these methods in adaptive DCT of images is considered. A new method to combine classification and bit allocation is introduces. Also, an efficient wavelet based image coding system using classification for adaptation is developed. Finally, practical considerations concerning overhead, complexity and performance are discussed.