Abstract: A method for processing of seismic data traces utilizes the fact that a series of linear operations applied to vectors can be approximated by application of the linear operations to a set of basis vectors which are then scaled and summed. The method is applied to seismic data traces with a reduction in processing time provided that computation time in creating the basis vectors is small relative to the total computation time in applying the method. Theoretically there is much to be gained in terms of processing speed by implementation of this method on a vector processor that is designed to do multiply and accumulate operations quickly.