Design and implementation of a generic 2D orthogonal discrete wavelet transform on FPGA
A. Benkrid, K. Benkrid, Danny Crookes · 2003
This paper gives a design framework for the implementation of the 2D (two-dimensional) orthogonal discrete wavelet transform (DWT) on FPGA (field programmable gate array). The architecture is based on the pyramid algorithm analysis. It maps spatially the multistage filter banks of the DWT on Xilinx Virtex-e FPGA family using on chip buffering. The architecture takes advantage from the low rate of the high transform stages to reuse the logic. In this paper, we propose an FIR structure to handle the computation along the borders using symmetry extension, a new BlockRam configuration for multi ports shift register, and a mathematical approach to predict and reduce the error dynamic range due to wordlength rounding. For an MxM image size input, our architecture has a period of M/sup 2/ clock cycles, and requires the minimum storage size. The architecture is highly scalable for different filter lengths and number of octaves. The implementation results for a specific 2D Doubechies-4 wavelet transform are included.