The Improvement of Mean - Shift Algorithm in the Video of Global Visual Robotic Fish in Tracking Moving Targets

被引：0
|
作者：
Mai, Zhiyuan [1 ]
Tan, Kunyu [1 ]
Xu, Anting [1 ]
Xiang, Wei [1 ]
机构：
[1] Southwest Univ Nationalities, Inst Elect & Informat Engn, Chengdu 610041, Sichuan, Peoples R China
来源：
SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS II, PTS 1 AND 2 | 2014年 / 475-476卷
关键词：
Object tracking; Mean-Shift algorithm; Density estimation; Epanechnikov core; Robotic Fish;
D O I：
10.4028/www.scientific.net/AMM.475-476.947
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The tracking effect is not good for the faster track with Mean Shift tracking algorithm when the difference is not obvious between the track target and background pixels in the video of global visual robotic fish. To solve the difficulty of tracking drastically moving targets in this paper, determining the position of moving targets in the next frame through comparing with two be coefficients which have been set when the Epanechnikov has been selected core to estimate is indeed. The experimental results show the proposed algorithm can track the moving targets efficiently and precisely in video, and also can meet high real-time situation with small calculation.
引用
收藏
页码：947 / 951
页数：5
相关论文
共 50 条
  • [1] The Improvement of Mean - Shift Algorithm and Kalman Filter of Tracking Moving Targets in the video of Robotic Fish
    Wu, Jingying
    Xiang, Wei
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015), 2015, 39 : 436 - 441
  • [2] An Improved Mean Shift Algorithm for Moving Object Tracking
    Li, Ning
    Zhang, Dan
    Gu, Xiaorong
    Huang, Li
    Liu, Wei
    Xu, Tao
    2015 IEEE 28TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2015, : 1425 - 1429
  • [3] An Improved Mean Shift Algorithm for Moving Object Tracking
    Chen, Xiaoping
    Yu, Shengsheng
    Ma, Zhilong
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 5111 - 5114
  • [4] The Improvement of Mean-Shift Algorithm in Target Tracking
    Jia, Danping
    Zhang, Lifeng
    Li, Chunhua
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (02): : 21 - 28
  • [5] Review and Improvement Areas of Mean Shift Tracking Algorithm
    Hati, Kalyan Kumar
    Vardhanan, Vishnu A.
    18TH IEEE INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE 2014), 2014,
  • [6] A Modified Mean Shift Algorithm for Visual Object Tracking
    Chou, Shu-Wei
    Hsieh, Chaur-Heh
    Hwang, Bor-Jiunn
    Chen, Hown-Wen
    2013 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2013,
  • [7] Adaptive strategy for sports video moving target detection and tracking technology based on mean shift algorithm
    Yu, Hongquan
    Sharma, Amit
    Sharma, Parv
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2021,
  • [8] THE IMPROVEMENT AND REALIZATION OF A KIND OF MEAN-SHIFT TRACKING ALGORITHM
    Wang, Ming
    INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE & TECHNOLOGY, PROCEEDINGS, 2009, : 255 - 257
  • [9] Visual Object Tracking Using Improved Mean Shift Algorithm
    Setyawan, Sulfan Bagus
    Purwanto, Djoko
    Mardiyanto, Ronny
    2015 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI), 2015,
  • [10] Mean shift algorithm for visual tracking based on feature contribution
    Xia, Y. (cxiayu@hotmail.com), 1600, Northeast University (27):
12345