Aircraft recognition based on nonparametrical statistics

Ling Wang, Chao Xing, Jie Yan

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

The problem of aircraft recognition in a single image is analyzed. A novel method combined Fourier series representation and nonparametric statistics is introduced to do pattern recognition for aircraft. Silhouettes obtained by image segmentation are described by Fourier series, after which empirical distribution function of curvature is computed. Fast matching is performed with coarse hypothesis test for partial classification. The refined hypothesis test is used to get detailed matching result. Experimental results show the effectiveness of the algorithm for shape recognition.

源语言英语
主期刊名Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011
1602-1606
页数5
DOI
出版状态已出版 - 2011
活动2011 7th International Conference on Natural Computation, ICNC 2011 - Shanghai, 中国
期限: 26 7月 201128 7月 2011

出版系列

姓名Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011
3

会议

会议2011 7th International Conference on Natural Computation, ICNC 2011
国家/地区中国
Shanghai
时期26/07/1128/07/11

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