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
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;
Conference_Titel :
Embedded Software and Systems, 2009. ICESS '09. International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4244-4359-8
DOI :
10.1109/ICESS.2009.18