Fast Fixed-point Bicubic Interpolation Algorithm on FPGA

2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC)(2019)

引用 3|浏览4
暂无评分
摘要
We propose a fast fixed-point algorithm for bicubic interpolation on FPGA. Bicubic interpolation algorithms on FPGA are mainly used in image processing systems and based on floating-point calculation. In these systems, calculations are synchronized with the frame rate and reduction of computation time is achieved designing a particular hardware architecture. Our system is intended to work with images or other similar applications like industrial control systems. The fast and energy efficient calculation is achieved using a fixed-point implementation. We obtained a maximum frequency of 27.26 MHz, a relative quantization error of 0.36% with the fractional number of bits being 7, logic utilization of 8%, and about 30% of energy saving in comparison with a C-program on the embedded HPS for the popular Matlab test function Peaks(25,25) data on SoCkit development kit (Terasic), chip: Cyclone V, 5CSXFC6D6F31C8. The experiments confirm the feasibility of the proposed method.
更多
查看译文
关键词
control,fixed-point algorithm,bicubic interpolation,FPGA,energy efficiency
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要