Title :
A high performance alternating projections image demosaicing hardware
Author :
Azgin, Hasan ; Yaliman, Serkan ; Hamzaoglu, Ilker
Author_Institution :
Fac. of Eng. & Natural Sci., Sabanci Univ., Istanbul, Turkey
Abstract :
Since capturing three color channels (red, green, and blue) per pixel increases the cost of digital cameras, most digital cameras capture only one color channel per pixel using a single image sensor. The images pass through a color filter array before being captured by the image sensor. Demosaicing is the process of reconstructing the missing color channels of the pixels in the color filtered image using their available neighboring pixels. Alternating Projections (AP) is one of the highest quality image demosaicing algorithms, and it has very high computational complexity. Therefore, in this paper, a high performance AP image demosaicing hardware is proposed. This is the first AP image demosaicing hardware in the literature. The proposed hardware is implemented using Verilog HDL. The Verilog RTL code is verified to work correctly in a Xilinx Virtex 6 FPGA. The FPGA implementation can process 31 full HD (1920×1080) images per second.
Keywords :
cameras; field programmable gate arrays; filtering theory; hardware description languages; image colour analysis; image reconstruction; image segmentation; image sensors; Verilog HDL; Verilog RTL code; Xilinx Virtex 6 FPGA; color filter array; color filtered image; computational complexity; digital cameras; full HD images; high performance AP image demosaicing hardware; high performance alternating projections; image demosaicing algorithms; missing color channels reconstruction; neighboring pixels; single image sensor; Field programmable gate arrays; Hardware; Image color analysis; Image reconstruction; Interpolation; Manganese; System-on-chip; Alternating Projections; FPGA; Hardware Implementation; Image Demosaicing;
Conference_Titel :
Field Programmable Logic and Applications (FPL), 2014 24th International Conference on
Conference_Location :
Munich
DOI :
10.1109/FPL.2014.6927412