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The realization of video moving target detection on FPGA

Published: 09 April 2021 Publication History

Abstract

This With the rapid development of electronic technology and image processing technology as well as the promotion of application, video moving object detection technology has become one of the important researches in the field of computer vision and video image processing. In this paper, we designed the framework of video moving object detection system based on FPGA platform, fast median filter module, moving object detection and moving object positioning module, and built the system The test results show that the designed video moving object detection system can meet the expected requirements and has better real-time and accuracy. The video acquisition rate is up to 30 frames per second, which effectively reduces the background noise and realizes the real-time tracking of moving targets.

References

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Lu Xin Yang. High frame rate visual real-time target detection system [J]. Application of electronic technology, 2019, 45 (4).
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Meng Zhang. Research on dual channel fusion color night vision technology [D]. Master's thesis of Nanjing University of technology, 2005.
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Le Yi Wang.Design of image acquisition and preprocessing system of binocular stereo vision based on FPGA[D].Master Thesis of Xi'an University of science and technology,2019.
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Liang Zhao.Hardware implementation of fast median filter algorithm based on FPGA[D].Journal of Changchun University of science and Technology (NATURAL SCIENCE EDITION),2018.
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Peng Cheng Zhang.Research on moving target detection system based on FPGA[D].Master Thesis of Zhongbei University,2011.
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Wang Dang Tang.Design of moving object detection system based on FPGA[D].Master Thesis of Hunan University,2011.
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Feng Tian.Design of Fast Detection and Tracking System Based on FPGA[J].3rd annual International Conference on Cloud Technology and Communication Engineering,2019.
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Xing Kai.Real time detection and tracking algorithm of moving target based on FPGA and its implementation technolog[J].Optical technology,2020.
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Li Bingqi.Target detection and tracking based on FPGA[D].Beijing University of Posts and Telecommunications,2019.

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ICIT '20: Proceedings of the 2020 8th International Conference on Information Technology: IoT and Smart City
December 2020
266 pages
ISBN:9781450388559
DOI:10.1145/3446999
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 April 2021

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ICIT 2020
ICIT 2020: IoT and Smart City
December 25 - 27, 2020
Xi'an, China

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