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Real-time stereo vision system using semi-global matching disparity estimation: Architecture and FPGA-implementation

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5 Author(s)
Banz, C. ; Inst. of Microelectron. Syst., Leibniz Univ. Hannover, Hannover, Germany ; Hesselbarth, S. ; Flatt, H. ; Blume, H.
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This paper describes a new architecture and the corresponding implementation of a stereo vision system that covers the entire stereo vision process including noise reduction, rectification, disparity estimation, and visualization. Dense disparity estimation is performed using the non-parametric rank transform and semi-global matching (SGM), which is among the top performing stereo matching methods and outperforms locally-based methods in terms of quality of disparity maps and robustness under difficult imaging conditions. Stream-based processing of the SGM despite its non-scan-aligned, complex data dependencies is achieved by a scalable, systolic-array-based architecture. This architecture fulfills the demands of real-world applications regarding frame rate, depth resolution and low resource usage. The architecture is based on a novel two-dimensional parallelization concept for the SGM. An FPGA implementation on a Xilinx Virtex-5 generates disparity maps of VGA images (640×480 pixel) with a 128 pixel disparity range under real-time conditions (30 fps) at a clock frequency as low as 39 MHz.

Published in:

Embedded Computer Systems (SAMOS), 2010 International Conference on

Date of Conference:

19-22 July 2010