TRACKING OF MOVING TARGET BASED ON VIDEO MOTION NUCLEAR ALGORITHM

被引:0
|
作者
Wang Xiaojun [1 ]
Pan Feng [1 ]
Wang Weihong [1 ]
机构
[1] Sichuan Univ, Phys Educ, Chengdu 610064, Si Chuan, Peoples R China
关键词
Moving object; detection; active; pattern recognition; image features;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Moving target detection and tracking algorithm research content is very broad and complex applications, without and different target features directly affects the detection of selected tracking algorithm. So far still does not exist a universal algorithm for perfect can be suitable for various applications, so the detection and tracking of moving targets is still a valuable research subject of. The research work in this paper is in the field, the moving target detection spatiotemporal correlation and difference contour tracking algorithm based on a fixed background. The algorithm in the background under the condition of fixed to pay a smaller time complexity, the target detection and tracking has a good effect, so it has higher application value. Based on solving the detection and location of moving target tracking in real-time and accuracy requirements, a new moving target detection spatiotemporal correlation and difference contour tracking scheme based on the practical implementation, at the same time analysis and the experimental results are given. In the moving target tracking, tracking method is mainly traditional correlation method target based on template matching. The matching process is time consuming, so the actual use of more of the improved algorithm of correlation method, the improved algorithm attempts to improve the efficiency of feature matching and search range, and also achieved a certain effect, the some excellent tracking algorithm. This paper presents an improved active contour model tracking algorithm, improve the tracking efficiency and quality, the algorithm first from the frame difference detection results to find the moving target coarse contour, and then the convergence of coarse contour by using improved Snake algorithm, the right edge to get the target in the course of the campaign, in order to achieve the tracking of moving objects.
引用
收藏
页码:181 / 198
页数:18
相关论文
共 50 条
  • [21] Moving Target Tracking Based on Cam-shift Algorithm
    Ji, Jing
    Tian, Jiapeng
    Deng, Yansong
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT 2017), 2017, 70 : 304 - 307
  • [22] Moving Target Detection and Tracking Based on Improved FCM Algorithm
    Feng, Wang Ke
    Chun, Sheng Xiao
    INTERNATIONAL JOURNAL OF COGNITIVE INFORMATICS AND NATURAL INTELLIGENCE, 2020, 14 (01) : 63 - 74
  • [23] SHADOW TRACKING OF MOVING TARGET BASED ON CNN FOR VIDEO SAR SYSTEM
    Zhang, Yun
    Yang, Shiyu
    Li, Hongbo
    Xu, ZhenHua
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 4399 - 4402
  • [24] Vision-based Detection and Tracking of Moving Target in Video Surveillance
    Ahmed, Sabri M. A. A.
    Khalifa, Ohtman O.
    2014 INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION ENGINEERING (ICCCE), 2014, : 16 - 19
  • [25] Detection and Tracking of Moving Target Based on Deep Learning for Video SAR
    Lin, Jie
    Cheng, Li
    Wu, Fuwei
    Yang, Yuhao
    Li, Pin
    Jin, Lin
    2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT), 2022,
  • [26] An Algorithm of the Target Detection and Tracking of the Video
    Huang, Min
    Chen, Gang
    Yang, Guo-feng
    Cao, Rui
    2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 2567 - 2571
  • [27] Algorithm For Small Target Tracking In Sports Video Based On IMM
    Hui, Xiao
    Ning, Xu Ha
    2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE), 2012, : 1728 - 1731
  • [28] Retraction Note: Researches on hybrid algorithm for moving target detection and tracking in sports video
    Ruiqin Yan
    Cluster Computing, 2023, 26 : 13 - 13
  • [29] RETRACTED ARTICLE: Researches on hybrid algorithm for moving target detection and tracking in sports video
    Ruiqin Yan
    Cluster Computing, 2019, 22 : 3543 - 3552
  • [30] OBJECT TRACKING ALGORITHM BY MOVING VIDEO CAMERA
    Zalesky, Boris A.
    DOKLADY NATSIONALNOI AKADEMII NAUK BELARUSI, 2020, 64 (02): : 144 - 149