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Adaptive aircraft detection based on level set and circle-frequency filter

  • Yadong Zhu
  • , Jie Ma
  • , Shengxiang Qi
  • , Wei Yu
  • , Shoubao Liu
  • , Jinwen Tian
  • , Wenxing Fu

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A novel adaptive aircraft detection method based on level set processing and circle-frequency filter is proposed in this paper. First, the SBGFRLS (Selective Binary and Gaussian Filtering Regularized Level Set) method is used twice to find airport region of interest (ROI) and candidate aircraft areas by local segmentation and global segmentation, respectively, so that sizes of those possible target areas can be computed. Then, the circle-frequency (CF) filter method is utilized adaptively to detect target aircrafts in the airport ROI via the mean radius estimated by sizes of those candidate areas obtained before. Experimental results on real remote sensing airport images demonstrate the efficiency and accuracy of the proposed method.

源语言英语
主期刊名MIPPR 2013
主期刊副标题Remote Sensing Image Processing, Geographic Information Systems, and Other Applications
DOI
出版状态已出版 - 2013
已对外发布
活动8th Symposium on Multispectral Image Processing and Pattern Recognition, MIPPR 2013 - Wuhan, 中国
期限: 26 10月 201327 10月 2013

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
8921
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议8th Symposium on Multispectral Image Processing and Pattern Recognition, MIPPR 2013
国家/地区中国
Wuhan
时期26/10/1327/10/13

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