The Median Filtering Algorithm Based on Mass-gravity Model

被引:0
作者
Shao Jie [1 ]
Ye Ning [2 ]
Rong Yixia [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Informat Sci & Technol, Nanjing 210016, Peoples R China
[2] Nanjing Coll Populat Programme Management, Dept Informat Sci, Nanjing 210042, Jiangsu, Peoples R China
来源
PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE | 2010年
关键词
Multibeam; Data processing; Median filter; Mass-gravity model; Outlier;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The automatic detection of outliers during the post-processing of the data collected by multibeam system is considered. A median filtering algorithm based on the mass-gravity model has been presented for the detection process. The stationary condition of the mass-gravity model is used to determine whether the detected point is an outlier. By using iterative method, we use only mormal points to modify the values of the errorneous points. The proposed algorithm is tested and evaluated using synthetic as well as real field multibeam data with the standard median filtering and the distance weighted median filtering. The experimental results obtained show that the proposed algorithm achieves better filtering effect on the multibeam data process.
引用
收藏
页码:2878 / 2883
页数:6
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