Technology of Graphic & Image
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App. Res. of Comp. Printed Article
Vol. 36, 2019 No. 7
2214-2218

HVS-based object detection algorithm for surveillance video

Zhao Xiao1
Liu Chang2,3,4
Tian Lin2,3
Han Xue2,3
Zhou Jihua5
Wu Jian5
1. School of Communications & Information Engineering, Chongqing University of Posts & Telecommunications, Chongqing 400065, China
2. Beijing Key Laboratory of Mobile Computing & Pervasive Device, Beijing 100190, China
3. Wireless Communication Technology Research Center, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
4. University of Chinese Academy of Sciences, Beijing 100190, China
5. Chongqing Jinmei Communication Co, Ltd, Chongqing 400030, China
DOI: 10.19734/j.issn.1001-3695.2018.01.0118

Abstract

Object detection is the basis of intelligent analysis, however, in the scene of illumination, shadow and clutter background, the problems of object misjudgment and unreasonable clustering are often appeared. Aiming at the above problems, this paper proposed a HVS-based object detection algorithm, which could optimize the error judgment and segmentation. According to the tracking characteristic of HVS and the continuity of object movement, the algorithm combined the detection results of adjacent frames to extract object area completely and accurately. Finally, the simulation experiment based on the actual acquisition videos shows that the proposed algorithm is more accurate and has good effect in complex background.

Foundation Support

北京市自然科学基金资助项目(L172049)
北京市青年拔尖人才资助项目(2015000021223ZK31)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.01.0118
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 7
Section: Technology of Graphic & Image
Pages: 2214-2218
Serial Number: 1001-3695(2019)07-062-2214-05

Publish History

[2019-07-05] Printed Article

Cite This Article

赵潇, 刘畅, 田霖, 等. 基于HVS的视频监控目标提取方法研究 [J]. 计算机应用研究, 2019, 36 (7): 2214-2218. (Zhao Xiao, Liu Chang, Tian Lin, et al. HVS-based object detection algorithm for surveillance video [J]. Application Research of Computers, 2019, 36 (7): 2214-2218. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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