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18 November 2019 Implementation of moving target detection and tracking algorithms based on FPGA
Kai Xing, Binhua Li, Yong Tao, Jinliang Wang, Chun He
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Proceedings Volume 11189, Optical Metrology and Inspection for Industrial Applications VI; 111891W (2019) https://doi.org/10.1117/12.2538766
Event: SPIE/COS Photonics Asia, 2019, Hangzhou, China
Abstract
In order to improve the real-time and portability of the moving target detection and tracking (MTDT) system, a compact FPGA-based MTDT system is built in this paper by using the parallel computing and flexible programming of Field Programmable Gate Array (FPGA). In order to realize the detection and tracking of moving targets on resource -constrained FPGA, some MTDT algorithms is analyzed firstly, and appropriate modifications were made without changing the basic principles to make it adapt to the limited logical resources of the Xilinx Spartan -6 series of FPGA chip selected in this design. Then the FPGA system is composed of four units: the image acquisition unit, the image storage unit, the image pre-and post- processing unit and the image display unit. Two image difference methods, an inter-frame and a background difference method, are implemented in the system. Finally, the moving target can be directly indicated on a video graphics array (VGA) displayer in the image display unit. The test results show that the system can detect and track a single target in real time in various resolutions at various frame rates, i.e. VGA @30fps and 15fps, 720p @15fps.
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Kai Xing, Binhua Li, Yong Tao, Jinliang Wang, and Chun He "Implementation of moving target detection and tracking algorithms based on FPGA", Proc. SPIE 11189, Optical Metrology and Inspection for Industrial Applications VI, 111891W (18 November 2019); https://doi.org/10.1117/12.2538766
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KEYWORDS
Target detection
Field programmable gate arrays
Image processing
Data storage
Algorithm development
Detection and tracking algorithms
Image acquisition
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