DocumentCode
124023
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
fYear
2014
fDate
2-4 Sept. 2014
Firstpage
1
Lastpage
4
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Field Programmable Logic and Applications (FPL), 2014 24th International Conference on
Conference_Location
Munich
Type
conf
DOI
10.1109/FPL.2014.6927412
Filename
6927412
Link To Document