Title :
A Cost-Effective Noise-Reduction Filtering Structure Based on Unsymmetrical Working Windows
Author :
Hsieh, Chin-Fa ; Tsai, Tsung-Han ; Chang, Shu-Ping ; Shan, Tai-An
Author_Institution :
China Inst. of Technol., Taipei
Abstract :
In this paper, we propose a fast, efficient algorithm and the associated VLSI architecture to perform the impulse-noise reduction for image pixels. The algorithm proposed here is developed with the principle that the horizontal and vertical, nearly neighboring pixels are more significantly correlated to a pixel than other distant ones. We conduct a few first- level simulations of our algorithm to prove its effectiveness. Then the associated VLSI architecture is coded with Verilog-HDL and the codes are simulated and verified in Quartus-II environment. The architecture is implemented in a FPGA, and the FPGA serves on a real-time platform to demonstrate the performance of our algorithm.
Keywords :
VLSI; field programmable gate arrays; hardware description languages; image denoising; impulse noise; FPGA; Quartus-II environment; VLSI architecture; Verilog-HDL; cost-effective noise-reduction filtering structure; image pixels; impulse-noise reduction; unsymmetrical working windows; Computer architecture; Field programmable gate arrays; Filtering algorithms; Filters; Hardware; Image processing; Noise reduction; Pixel; Sorting; Very large scale integration;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-2994-1
DOI :
10.1109/IIH-MSP.2007.8