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复杂海空背景下鲁棒的海天线检测算法研究
引用本文:刘松涛,周晓东,王成刚.复杂海空背景下鲁棒的海天线检测算法研究[J].光电工程,2006,33(8):5-10.
作者姓名:刘松涛  周晓东  王成刚
作者单位:1. 海军大连舰艇学院,信息与通信工程系,辽宁,大连,116018;海军航空工程学院,控制工程系,山东,烟台,264001
2. 海军航空工程学院,控制工程系,山东,烟台,264001
摘    要:海天线检测是研究成像型反舰导弹末制导技术的一项重要内容。本文深入地探讨了海空背景下的海天线检测问题。考虑到海天线为直线模型,提出了一种鲁棒的海天线检测算法。首先用方向梯度算子得到差分图像,然后基于边缘阈值策略二值化图像,最后方向细化并采用Hough变换检测海天线。实验表明,该方法战场适应性好,定位精度高,可以有效地检测出各种复杂海空背景下的海天线,为进一步应用(诸如目标识别、图像配准)奠定了良好的基础。

关 键 词:海天线检测  Hough变换  线性拟合  鲁棒性
文章编号:1003-501X(2006)08-0005-06
收稿时间:2005-07-27
修稿时间:2005-07-272005-10-19

Robust sea-sky-line detection algorithm under complicated sea-sky background
LIU Song-tao,ZHOU Xiao-dong,WANG Cheng-gang.Robust sea-sky-line detection algorithm under complicated sea-sky background[J].Opto-Electronic Engineering,2006,33(8):5-10.
Authors:LIU Song-tao  ZHOU Xiao-dong  WANG Cheng-gang
Abstract:Sea-sky-line detection is an important component involved in the guidance techniques of imaging anti-ship missile. In this paper the problem of sea-sky-line detection is discussed in detail. Considering the linear model of the sea-sky-line, a robust sea-sky-line detection algorithm is presented, which is divided into three steps: 1) Getting the difference image by using directional gradient operators; 2) Binarizing the difference image using the methods of edge threshold; 3) Thinning the binary image vertically, and detecting the sea-sky-line by Hough transform. The experimental results show that our algorithm can detect out sea-sky-line under various complicated sea-sky background effectively, and has wide adaptability and high precision, which provides a good base for further application such as target recognition, and image registration, etc.
Keywords:Sea-sky-line detection  Hough transform  Linear fit  Robustness
本文献已被 CNKI 维普 万方数据 等数据库收录!
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