Title :
An efficient reconfigurable architecture to implement dense stereo vision algorithm using high-level synthesis
Author :
Ibarra-Manzano, Mario Alberto ; Devy, Michel ; Boizard, Jean-Louis ; Lacroix, Pierre ; Fourniols, Jean-Yves
Author_Institution :
LAAS, CNRS, Toulouse, France
fDate :
Aug. 31 2009-Sept. 2 2009
Abstract :
This article presents a reconfigurable architecture to calculate a dense disparity map of two stereo images based on census transform. This architecture is simplified and efficient as a result of binary operations and integer arithmetic used by census transform. Our architecture was prototyped using GAUT which is a practical tool to develop high-level synthesis. We take advantage of GAUT rapid prototyping to implement different architectures and to make a general comparison among them, that lets us to optimize the architecture, and at the same time, to improve the system´s performance. The optimization and the resource saving rend our architecture an interesting option to solve the problem of stereo vision in real time, quite used in autonomous navigation.
Keywords :
high level synthesis; reconfigurable architectures; stereo image processing; visual perception; GAUT rapid prototyping; autonomous navigation; binary operation; census transform; dense disparity map; dense stereo vision algorithm; high-level synthesis; integer arithmetic; optimization; reconfigurable architecture; Cameras; Costs; Field programmable gate arrays; Hardware; High level synthesis; Layout; Mexico Council; Pixel; Reconfigurable architectures; Stereo vision;
Conference_Titel :
Field Programmable Logic and Applications, 2009. FPL 2009. International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4244-3892-1
Electronic_ISBN :
1946-1488
DOI :
10.1109/FPL.2009.5272490