期刊文献+

基于图像频域方向模板的目标检测方法 被引量:2

Target Detection Method Based on Image Spectral Direction Mask
在线阅读 下载PDF
导出
摘要 运用傅里叶分析方法,利用水平方向、垂直方向、45°方向和135°方向直线的频域模板对侧扫声纳图像在4个方向上进行投影分解,根据子图像在4个方向上投影的能量和,设定门限判断有无目标,并粗略估计目标的位置。实验结果证明,该方法对于纹理较强的侧扫声纳图像中感兴趣区域(目标)的检测有较好的效果。 This paper presents a Fourier analysis method for target detection in side-scan image. Using horizon line, vertical line, slope 45° line and slope 135° line spectral mask, the projection of side-scan sonar image in these orientation is obtained. Based on the sum of energy of four orientation projections, a threshold is set to judge target existing, and the position of target is also given. Results show that the method has a perfect performance for regions of interest (target) detection of side-scan sonar image with strong texture.
出处 《计算机工程》 CAS CSCD 北大核心 2011年第12期215-217,共3页 Computer Engineering
关键词 傅里叶分析 频域模板 投影 感兴趣区域 侧扫声纳图像 Fourier analysis spectral mask projection regions of interest side-scan sonar image
  • 相关文献

参考文献5

  • 1Wang Xingmei, Wang Huanran, Ye Xiufen, et al. A Novel Segmentation Algorithm for Side-scan Sonar Imagery with Multi-object[C] //Proc. of the 2007 IEEE International Conference on Robotics and Biomimetics. Sanya, China: IEEE Press, 2007.
  • 2Sinan B, John G. Robust Morphological Detection of Sea Mines in Side-scan Sonar Images[C] //Proc. of SPIE’01.[S. l.] : IEEE Press, 2001: 1103-1115.
  • 3Chew Ai-Ling, Tong Poh-Bee, Chia Chin-Swee. Automatic Detection and Classification of Man-made Targets in Side Scan Sonar Images[C] //Proc. of 2007 Symposium on Underwater Technology and Scientific Use of Submarine Cables and Related Technologies. Tokyo, Japan:[s. n.] , 2007.
  • 4Myoung A, Richard T. Group Filters and Image Processing[M].[S. l.] : Psypher Press, 2002.
  • 5Yuan Shao, Mehrnet C. Higher-order Spectra(HOS) Invariants for Shape Recognition[J]. Pattern Recognition, 2001, 34(11): 2097- 2113.

同被引文献17

引证文献2

二级引证文献11

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部