This paper gives an overview of a number of advanced techniques for im
age data compression, which are under investigation in the Signal Proc
essing Laboratory at the Swiss Federal Institute of Technology of Laus
anne. Various applications ranging from High definition television (HD
TV) to multimedia will be discussed. In particular, systems based on s
ubband decomposition, edge based representation, as well as symmetries
will be presented.