Title :
A study on high-quality free viewpoint image reconstruction systems using multi-focus images by FPGA-based signal processing
Author :
Izawa, Ippeita ; Hamamoto, Takayuki ; Kodama, Kazuya
Author_Institution :
Dept. of Electr. Eng., Tokyo Univ. of Sci., Tokyo, Japan
Abstract :
We previously proposed a method of generating free viewpoint images directly from multi-focus imaging sequences without any depth estimation. It is very effective for the method to be implemented to hardware such as FPGA. However, the number of BlockRAMs on our FPGA limits the image size to 64 × 64 pixels. In this paper, we extend our FPGA-based free viewpoint image reconstruction systems by using an onboard DDR SDRAM and processing the divided blocks of 64 × 64 pixels repeatedly. The system realizes our proposed method even for larger image sizes without great drawbacks. Some experimental results by using synthetic images are shown.
Keywords :
SRAM chips; field programmable gate arrays; image reconstruction; signal processing; BlockRAM; FPGA-based free viewpoint image reconstruction systems; FPGA-based signal processing; depth estimation; high-quality free viewpoint image reconstruction systems; multifocus images; multifocus imaging sequences; onboard DDR SDRAM; picture size 64 pixel; synthetic images; Field programmable gate arrays; Image reconstruction; Imaging; Iris; Pipelines; Pixel; SDRAM; Field programmable gate arrays; Image reconstruction; Image restoration; Real time systems;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5653307