DocumentCode
589384
Title
FPGA implementation of stereoscopic image proceesing architecture base on the gray-scale projection
Author
Hi-Seok Kim ; Sea-Ho Kim ; Won-Ki Go ; Sang-Bock Cho
Author_Institution
Dept. Electron. Eng., Cheongju Univ., Cheongju, South Korea
fYear
2012
fDate
4-7 Nov. 2012
Firstpage
509
Lastpage
512
Abstract
With the advance of image processing and computer vision, a stereo vision system with two cameras has become the research of interest in many areas since its ability to depth information similar to human vision. Depth map algorithm allows camera system to estimate depth. It is a computational intensive algorithm, but can be implemented with high speed on hardware due to the parallelism property. In this paper, by analyzing digital image stabilization algorithms, we propose an efficient stereoscopic image architecture which combined gray - scaled projection with Affine transformation model. We develop the architecture by describing the various computation units in hardware description language (Verliog) and synthesizing the design into a FPGA. The synthesis and experimental results show that the proposed architecture is better than traditional SAD(sum of absolute difference) based block matching algorithm in frame rate(frame/sec).
Keywords
affine transforms; cameras; computer vision; field programmable gate arrays; hardware description languages; image colour analysis; stereo image processing; FPGA; Verliog; affine transformation model; camera system; computer vision; depth estimation; depth map algorithm; digital image stabilization algorithm; gray-scaled projection; hardware description language; human vision; parallelism property; stereo vision system; stereoscopic image processing architecture; Algorithm design and analysis; Computational modeling; Computer architecture; Field programmable gate arrays; Gray-scale; Stereo image processing; Vectors; 3D; Gray-scale projection; Steroscopic; architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
SoC Design Conference (ISOCC), 2012 International
Conference_Location
Jeju Island
Print_ISBN
978-1-4673-2989-7
Electronic_ISBN
978-1-4673-2988-0
Type
conf
DOI
10.1109/ISOCC.2012.6406908
Filename
6406908
Link To Document