Fast 2-D Walsh Transformation algorithm is presented based on NVIDIAs GPU which support Compute Unified Device Architecture (CUDA) .On the basis of the parallel architectureand hardware characteristic of GPU
the paper introduces three methods to improve the implementation performance:optimizing algorithm
texture Storage technology
and setting up logic Device Architecture.The experiment result shows that with the increasing of picture resolution
the runtime of 2-D Walsh Transformation based on GPU is far fewer than on the CPU.