Title :
Free viewpoint image reconstruction from 3-D multi-focus imaging sequences and its implementation by FPGA-based processing
Author :
Izawa, Ippeita ; Kodama, Kazuya ; Hamamoto, Takayuki
Author_Institution :
Dept. of Electr. Eng., Tokyo Univ. of Sci., Tokyo, Japan
Abstract :
In this paper, a novel method of real-time free viewpoint image reconstruction by FPGA from multiple differently focused images is described in detail. Our previously proposed high-speed free viewpoint image reconstruction method is composed of deterministic parallel processes without conditional branches. Therefore, it is very effective for the method to be implemented to hardware such as FPGA. Actually, we construct free viewpoint image reconstruction systems based on Xilinx FPGA for further acceleration, and some experimental results by using synthetic images are shown.
Keywords :
field programmable gate arrays; image reconstruction; image sequences; 3D multifocus imaging sequences; FPGA-based processing; free viewpoint image reconstruction; parallel processes; synthetic images; Field programmable gate arrays; Filters; Focusing; Hardware; Image generation; Image processing; Image reconstruction; Layout; Lenses; Signal processing; 3-D; FFT; FPGA; free viewpoint; multi-focus;
Conference_Titel :
Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5560-7
DOI :
10.1109/ICSIPA.2009.5478689