期刊文献+

基于结构特征的遥感图像机场目标识别 被引量:11

Structure based airport recognition in remote sensing image
下载PDF
导出
摘要 提出了一种遥感图像中机场跑道的自动识别方法。在分析机场结构特征的基础上,首先采用形态学方法提取图像的线结构;然后通过非监督聚类方法将直线段动态分组;最后进行直线段修复和跑道配对,实现对机场的识别定位。计算机仿真验证了该方法的有效性。 Based on analyzing line structure of runway, a new method to automatically detect runways in remote sensing image is presented.Firstly, line structure of the image by mathematical morphology is extracted.Then straight -line is grouped through dynamic clustering.Finally lines are relinked and runway are paired. Through runway's localization, the recognition of airfield is realized.The experimental results show that this method has a perfect performance and usability to identify airfield of remote sensing images.
出处 《红外与激光工程》 EI CSCD 北大核心 2005年第3期314-318,332,共6页 Infrared and Laser Engineering
基金 国家自然科学基金资助项目(40101019)
关键词 遥感图像 数学形态学 非监督聚类 直线特征 跑道 目标识别 Airport runways Airports Image analysis Mathematical morphology Remote sensing
  • 相关文献

参考文献15

  • 1Halem N.Contextual image understanding of airport photographs[A]. SPIE [C]. 1981,1521-1532.
  • 2叶斌,彭嘉雄.基于结构特征的军用机场识别与理解[J].华中科技大学学报(自然科学版),2001,29(3):39-42. 被引量:36
  • 3Huerlas A,Cole W,Nevatia R.Detecting runways in complex airport scenes[J].Computer Vision,Graphics and Image Processing,1990, 51(2): 107-145.
  • 4Huerlas A,Nevatia R.Detecting buildings in aerial images[J]. Computer Vision,Graphics and Image Processing,1988,41(2) :131-143.
  • 5Burns B, Hanson A, Risemon E.Extracting straight lines [J].IEEE Trans Pattern Analysis Machine Intelligence, 1986, 8(4): 78-96.
  • 6Christian Daul,Pterre Graebling,Ernest Hirsen.From the Hough transform to a new approach for the detection and approximation of elliptical arcs[J].Computer Vision and Image Understanding,1998,72 (3): 215-236.
  • 7Stockman G,Agrawala A.Equivalence of Hough curve detection to template matching[J].Communication of ACM, 1977,820-822.
  • 8RisseT.Hough transformation for line recognition:complexity of evidence accumulation and cluster detection[J].Computer Vision,Graphics and Image Processing, 1989,46 (3): 327-345.
  • 9Bhattacharya P,Zhu W,Qian K. Shape recognition method using morphological hit-or-miss transform[J].Optical Engineering,1995,34(6 ): 1728-1725.
  • 10Pal N R.On minimum cross-entropy thresholling[J].Pattern Recognition, 1996,29(4): 575-580.

二级参考文献3

  • 1[1]Halem N. Contextual Image Understanding of Airport Photographs. SPIE, 1981, 1 521~1 532
  • 2[2]Huertas A. Detect Runways in Complex Airport Scenes. Computer Vision, Graphics and Image Processing, 1983, 24(2): 43~57
  • 3[3]Illingworth J, Kittker J. A Survey of the Hough Transform. Computer Vision, Graphics and Image Processing, 1988, 44(1): 87~116

共引文献63

同被引文献71

引证文献11

二级引证文献49

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