Speedy detection algorithm of underwater moving targets based on image sequence

被引:0
|
作者
Zhang Fa-quan [1 ]
Zhang Yong [1 ]
Lu Li-ping [1 ]
Jiang Li-ying [1 ]
Cui Guang-zhao [1 ]
机构
[1] Zhengzhou Univ Light Ind, Coll Elect & Elect Engn, Zhengzhou, Peoples R China
关键词
image processing; image sequence; linear level; underwater moving targets; image segmentation;
D O I
10.1109/ICCET.2009.45
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
A real-time algorithm is presented to detect moving targets in underwater complex environment. The difference image is obtained by subtraction operation in frames of image sequence. An appropriate threshold is selected and the binary image of the difference image is obtained. Every part of the binary image is segmented into one single image by image segment algorithm. A definition of linear level is given based on the shape of objects formed by motion of targets in the difference image. The actual sizes of the original moving targets are inferred from linear level and area of the formed objects. The function of real-time detecting underwater moving targets is implemented using this algorithm. The algorithm has been used in underwater intelligent monitoring system in some large international games and meets the requirement of real-time. In practice, it is proved a fast and stable algorithm.
引用
收藏
页码:230 / 233
页数:4
相关论文
共 50 条
  • [1] Underwater Moving Target Detection Based on Image Enhancement
    Zhou, Yan
    Li, Qingwu
    Huo, Guanying
    ADVANCES IN NEURAL NETWORKS, PT II, 2017, 10262 : 427 - 436
  • [2] Recursive algorithm for the detection of small moving target in image sequence
    Shen, Yujian
    He, Xin
    Hao, Zhihang
    Guangdian Gongcheng/Opto-Electronic Engineering, 2000, 27 (02): : 9 - 13
  • [3] Detection Algorithm for LFM Echo of Underwater Moving Targets Based on Discrete Fractional Fourier Transform附视频
    陈鹏
    侯朝焕
    梁亦慧
    Journal of China Ordnance, 2007, (04) : 302 - 307
  • [4] Expectation-Maximization based image fusion algorithm for detection of Underwater targets from SONAR images
    Kumar, M. N. V. S. S.
    Rao, G. Sasi Bhushana
    Ganesh, L.
    Goswami, Rajkumar
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELLING AND SECURITY (CMS 2016), 2016, 85 : 782 - 789
  • [5] Moving target detection algorithm based on image saliency detection
    Wang, Bin
    Journal of Information and Computational Science, 2015, 12 (14): : 5431 - 5435
  • [6] A Fast Algorithm Research of Moving Targets Detection Based on GPU
    Jin, Hanjun
    Wang, Fengjiao
    ADVANCES IN APPLIED SCIENCES AND MANUFACTURING, PTS 1 AND 2, 2014, 850-851 : 776 - 779
  • [8] MOVING TARGETS DETECTION FROM UAV BASED ON A ROBUST REAL-TIME IMAGE REGISTRATION ALGORITHM
    Pouzet, Mathieu
    Bonnin, Patrick
    Laneurit, Jean
    Tessier, Cedric
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 2378 - 2382
  • [9] A Vision-Based Detection Algorithm for Moving Jellyfish in Underwater Environment
    Kim, Donghoon
    Kim, Hangeun
    Jung, Sungwook
    Koo, Jungmo
    Kim, Jongheon
    Myung, Hyun
    2015 12TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2015, : 144 - 145
  • [10] New detection algorithm for dim point moving target in IR-image sequence based on an Image frames transformation
    Abdo, Mohamed M.
    Li Hongzuo
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907