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文章基本信息

  • 标题:Moving Targets Detection Based on Moving Saliency Calculation
  • 本地全文:下载
  • 作者:Wang Hui-bin ; Du Min ; Chen Zhe
  • 期刊名称:International Journal of Signal Processing, Image Processing and Pattern Recognition
  • 印刷版ISSN:2005-4254
  • 出版年度:2016
  • 卷号:9
  • 期号:9
  • 页码:89-102
  • 出版社:SERSC
  • 摘要:Moving targets saliency extraction isthe key technology in moving target detection, tracking and recognition systems. In order to solve the problems for moving targets detection tasks, such as the background interference, target occlusion and so on, a new moving target detection method by moving saliency calculation is proposed. By the Quaternion Fast Fourier Transform,the proposed method fuses four motion features as optical flows, direction vectorsand frame difference. The moving saliency map, as the result, is generated. The experimentalresult demonstrates that our method has better ability to handle the problems in moving object detection, such as moving information loss in complex scene. The results with better accuracy score(Cgood=0.875,Cfalse=0.028) are given by our method.
  • 关键词:moving target detection; moving saliency map extraction; Phase spectrum; ;motion feature fusion
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