DocumentCode
1925330
Title
A Parallel Reconfigurable Architecture for Real-Time Stereo Vision
Author
Chen, Lei ; Jia, Yunde
Author_Institution
Sch. of Comput. Sci., Beijing Inst. of Technol., Beijing
fYear
2009
fDate
25-27 May 2009
Firstpage
32
Lastpage
39
Abstract
In this paper, a parallel reconfigurable architecture is proposed for real-time stereo vision computation. The architecture is divided into four components: input port, output port, memory and processor. We use task partition methods to achieve the maximum parallel and full pipeline processing of the algorithm implementation. We also adopt memory management to decrease the latency of memory access time and accelerate the processing speed. Data bandwidth control is employed to reduce the hardware resource consumption while maintaining precision demand of computation. Based on the proposed architecture and design method, we have developed a miniature stereo vision machine (MSVM33) to generate high-resolution dense disparity maps at the video rate for real-time applications.
Keywords
parallel architectures; pipeline processing; reconfigurable architectures; stereo image processing; visual perception; MSVM33; data bandwidth control; full pipeline processing; hardware resource consumption; high-resolution dense disparity maps; input port; maximum parallel processing; memory access time; memory management; miniature stereo vision machine; output port; parallel reconfigurable architecture; real-time stereo vision; task partition methods; Acceleration; Computer architecture; Computer vision; Concurrent computing; Delay; Memory management; Partitioning algorithms; Pipeline processing; Reconfigurable architectures; Stereo vision; Architecture; FPGA; Parallel; Real-Time Stereo Vsion; Reconfigurable;
fLanguage
English
Publisher
ieee
Conference_Titel
Embedded Software and Systems, 2009. ICESS '09. International Conference on
Conference_Location
Zhejiang
Print_ISBN
978-1-4244-4359-8
Type
conf
DOI
10.1109/ICESS.2009.18
Filename
5066628
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