FPGA and ASIC Implementation of Systolic Arrays for the Design of Optimized Median Filter in Digital Image Processing Applications
Kalyan Sagar Kadali, L. Rajaji · Indian Journal of Science and Technology · 2014
Background/Objectives: A new systolic algorithm for median filtering is analyzed in this paper, this algorithm is suitable for VLSI implementation to design optimized median filter. Methods/Statistical analysis: The modified sort algorithm avoiding the main problem of the median filter is its high computational cost (for sorting N pixels, the temporal complexity is O (N·log N), even with the most efficient sorting algorithms, the clock cycle time is equal to the propagation delay of a simple comparator circuit. Results/Findings: The hardware requirements of the architecture are significantly lower than those of previously reported systolic array architectures. An implementation of 8-bit word length 3X3 window size filter in an ALTERA EP1C3T100C6 FPGA achieved a clock rate in excess of 197 MHz with 85 cells only. Conclusion/Application: An improved algorithm has been proposed to address to problem of median filter that is high computation time is encountered.