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基于雷达图像的飞鸟目标检测与信息提取 被引量:10

Flying bird targets detection and information extraction based on radar images
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摘要 针对鸟击问题,基于一种自行研制的雷达探鸟实验系统获取了50帧含有飞鸟目标的雷达PPI图像,该系统由X波段海事雷达改造而成。经过背景差分、图像平滑、阈值分割和信息提取4个步骤,将飞鸟目标从复杂的PPI图像中分离出来,提取出包括目标质心位置、目标平均灰度、目标面积、目标形状在内的鸟情信息,实现了一种可行的飞鸟目标检测与信息提取算法。本算法为建立实用的机场雷达探鸟系统奠定了重要的理论基础。 To study the bird strike problem, 50 radar plane position indicator (PPI) images containing flying bird targets are obtained using a self-made avian radar experimental system based on an adapted X-band marine radar. Flying bird targets are separated from complicated PPI images by four steps., background subtraction, image smoothing, threshold segmentation and information extraction. Information including mass centre, average gray scale value, area and the shape of the avian target is extracted, realizing a feasible algorithm for flying bird targets detection and information extraction. The proposed algorithm makes an important theoretic foundation for building an operational airport-based avian radar surveillance system.
出处 《系统工程与电子技术》 EI CSCD 北大核心 2008年第9期1624-1627,共4页 Systems Engineering and Electronics
基金 中国民用航空总局科技项目资助课题(2006072413283811)
关键词 雷达 鸟击 检测 背景差分 信息提取 radar bird strike detection background subtraction information extraction
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参考文献7

  • 1宁焕生,刘文明,李敬,赵欣如.航空鸟击雷达鸟情探测研究[J].电子学报,2006,34(12):2232-2237. 被引量:28
  • 2Nohara T, Weber P, Premji A, et al. Affordable avian radar surveillance systerms for natural resource management and BASH applications[J]. IEEE Radar Conference, Arlington, Virginia May, 2005.
  • 3Cooper B A, Day R H, et al. An improved marine radar system for studies of bird migration[J]. Journal of Field Ornithology, 1991, 62: 367-377.
  • 4Gauthreaux Sidney A, Jr, Belser Carroll G. Radar ornithology and the conservation of migratory birds[J].USDA Forest Service Gen. Tech. Rep. PSWGTR 191, 2005:871-875.
  • 5于成忠,朱骏,袁晓辉.基于背景差法的运动目标检测[J].东南大学学报(自然科学版),2005,35(A02):159-161. 被引量:48
  • 6张昊,黄战华,郁道银,蔡怀宇,阎斌贝,赵成效.基于差分图像的运动目标跟踪与分割方法的应用研究[J].光学技术,2005,31(4):565-567. 被引量:14
  • 7徐巍然.基于视频处理的雷达图像目标榆测与跟踪研究[D].大连理工大学硕士学位论文.2000.

二级参考文献54

  • 1张新峰,沈兰荪.模式识别及其在图像处理中的应用[J].测控技术,2004,23(5):28-32. 被引量:39
  • 2王成儒,顾广华.一种采用背景统计技术的视频对象分割算法[J].光电工程,2004,31(8):57-60. 被引量:12
  • 3Horn B K P, Schunck B G Determining optical flow[J]. Artificial Intelligence, 1981, 17:185-203.
  • 4Huuenlocher D P, et al. Comparing images using the Hausdorff distance[J], IEEE Transations on Pattem Anal Machine Intell,1993. PAMI-15(9) : 830-803.
  • 5Yao Y S,Chllappa R.Tracking a dynamic set of feature points[J].IEEE Transactions on Image Process,1995,4(10).
  • 6Olson C F.Efficient pose clustering using a randomized algorithm[J].Int J Comput Vision,1997,23(2):131-147.
  • 7Kass M,Witkin A,Terzopoulos D.Snakes:active comtour models[J].Int J Comput Vision,1988,13:321-331.
  • 8Gonzalez R C.Woods R E.Digital image processing[M].北京:电子工业出版社,2002.
  • 9Chenyang Xu,Jerry L.Prince.Gradient vector flow[A].Conf on Comp Vis Patt Recog(CVPR'97)[C].USA:IEEE,1997.
  • 10Canny J.A computational approach to edge detection[J].IEEE Transactions on Pattem Anal Machine Intell,1986,PAMI-8(6):679-698.

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