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《Remote Sensing Technology and Application》 2011-01
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An Improved Plane Fitting based Filtering Algorithm for Airborne LiDAR Data

CHEN Lei,ZHAO Shu-he(School of Geographic & Oceanographic Sciences,Nanjing University,Nanjing 210093,China)  
Due to the strengths and weaknesses of the existing filtering methods,an improved plane fitting algorithm is presented for filtering of airborne LiDAR data.Firstly,resampled LiDAR data were segmented using region growing method,and then the largest connected region was selected as the initial ground area.Secondly,non-ground points in the initial ground area were removed by a slope threshold.Finally,the ground points were interpolated using Kriging method and the filtering results were gained.The dataset provided by International Society for Photogrammetry and Remote Sensing(ISPRS) were selected as the test data.The influences of different slope thresholds on the filtering results were given after filtering experiments.The result shows that the optimal filtering effect is the best when the slope threshold sets to 0.5.The overall error rate can be only 4.29%.Contrast to the traditional filtering method based on plane fitting,the proposed method is more simple and practical.
【Fund】: 现代工程测量国家测绘局重点实验室开发基金资助项目(TJES1005);; 国家自然科学基金项目(40501047)联合资助
【CateGory Index】: TN958.98
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Chinese Journal Full-text Database 6 Hits
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