Title :
High efficiency VLSI implementation of an edge-directed video up-scaler using high level synthesis
Author :
Meng Li ; Peng Zhang ; Chuang Zhu ; Huizhu Jia ; Xiaodong Xie ; Cong, Jason ; Wen Gao
Author_Institution :
Nat. Eng. Lab. for Video Technol., Peking Univ., Beijing, China
Abstract :
Image scaling is a fundamental algorithm used in a large range of digital image applications. In this paper, we propose an efficient VLSI architecture for a novel edge-directed linear interpolation algorithm. Our VLSI design is implemented using high level synthesis (HLS) tool, which generates RTL modules from C/C++ functions. HLS provides significantly improved design productivity compared to the traditional RTL-based design flow. So we explored a large design space including several fine-grained and coarse-grained optimizations in the pipeline architecture design. Our architecture is verified in a working system based on Xilinx Kintex-7 FPGA. Experiments show that our design can process UHD (3840*2160) videos at 30fps with moderate resource utilization.
Keywords :
VLSI; field programmable gate arrays; high level synthesis; interpolation; optimisation; video signal processing; RTL modules; Xilinx Kintex-7 FPGA; coarse-grained optimizations; edge-directed video up-scaler; high efficiency VLSI implementation; high level synthesis tool; image scaling; novel edge-directed linear interpolation algorithm; pipeline architecture design; Algorithm design and analysis; Field programmable gate arrays; Hardware; Image edge detection; Interpolation; Pipeline processing; Very large scale integration; FPGA; High Level Synthesis; UHD; VLSI implementation; interpolation; video scaling;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066333