Due to the increasing traffic caused by multimedia information and digitized form of representation of images, image compression become a necessity. The Parallel Distributive Arithmetic (DA) architecture has a reduced latency and a good throughput. This design is twice faster than the simple Distributive Arithmetic Architecture and is thus suitable for applications that require high speed image processing algorithms.