JCP 2014 Vol.9(10): 2359-2364 ISSN: 1796-203X
doi: 10.4304/jcp.9.10.2359-2364
doi: 10.4304/jcp.9.10.2359-2364
A FPGA Stereo Matching Algorithm Modeled By DSP Builder
Xiang Zhang, Zhangwei Chen
State Key Laboratory of Fluid Power Transmission and Control, Zhejiang University, Hangzhou, China
Abstract—This paper proposes a System-on-Programmable- Chip (SoPC) architecture to implement a stereo matching algorithm based on the sum of absolute differences (SAD) in a FPGA chip which can provide 1396×1110 disparity maps at 30 fps speed. The hardware implementation involves a 32- bit Nios II microprocessor, memory interfaces and stereo matching algorithm circuit module. The stereo matching algorithm core is modeled by the Matlab-based DSP Builder. The system can process many different sizes of stereo pair images through a configuration interface. The maximum horizon resolution of stereo images is 2048.
Index Terms—Stereo matching, System-on-programmablechip, FPGA, Disparity map, SAD, DSP Builder
Abstract—This paper proposes a System-on-Programmable- Chip (SoPC) architecture to implement a stereo matching algorithm based on the sum of absolute differences (SAD) in a FPGA chip which can provide 1396×1110 disparity maps at 30 fps speed. The hardware implementation involves a 32- bit Nios II microprocessor, memory interfaces and stereo matching algorithm circuit module. The stereo matching algorithm core is modeled by the Matlab-based DSP Builder. The system can process many different sizes of stereo pair images through a configuration interface. The maximum horizon resolution of stereo images is 2048.
Index Terms—Stereo matching, System-on-programmablechip, FPGA, Disparity map, SAD, DSP Builder
Cite: Xiang Zhang, Zhangwei Chen, "A FPGA Stereo Matching Algorithm Modeled By DSP Builder," Journal of Computers vol. 9, no. 10, pp. 2359-2364, 2014.
General Information
ISSN: 1796-203X
Abbreviated Title: J.Comput.
Frequency: Bimonthly
Abbreviated Title: J.Comput.
Frequency: Bimonthly
Editor-in-Chief: Prof. Liansheng Tan
Executive Editor: Ms. Nina Lee
Abstracting/ Indexing: DBLP, EBSCO, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat,etc
E-mail: jcp@iap.org
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