Title :
A low complexity architecture for complex discrete wavelet transform
Author :
Das, Bipul ; Banerjee, Swapna
Author_Institution :
Dept. of ECE, Illinois Univ., Chicago, IL, USA
Abstract :
This paper presents a low complexity architecture for realization of CDWT for minimal resource environment like FPGA and SoC applications in image processing. The proposed architecture uses parameterization of the coefficients for reduced redundancy in computation. Use of CSD based multipliers along with pipelined CORDIC provided an architecture for efficient implementation in contrained environment along with high speed and efficiency. Low data path length and lower control complexity are other salient features of the architecture presented in the paper. This design was implemented on Xilinx FPGA platform. The operational frequency of the implemented circuit is 47 MHz.
Keywords :
digital arithmetic; digital filters; digital signal processing chips; discrete wavelet transforms; field programmable gate arrays; 47 MHz; CDWT; CSD based multipliers; FPGA; SoC; Xilinx FPGA platform; coefficients parameterization; complex discrete wavelet transform; contrained environment; control complexity; filter design; image processing; low complexity architecture; low data path length; operational frequency; pipelined CORDIC; reduced computation redundancy; Circuits; Computer architecture; Discrete transforms; Discrete wavelet transforms; Field programmable gate arrays; Finite impulse response filter; Hardware; Image processing; Image storage; Kernel;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202356