| 地物反射率探测激光雷达回波信号的小波去噪 |
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| 引用本文： | 吕立蕾,龚威,宋沙磊,祝波.地物反射率探测激光雷达回波信号的小波去噪[J].武汉大学学报(信息科学版),2011(1):56-59,65. |
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| 作者姓名： | 吕立蕾 龚威 宋沙磊 祝波 |
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| 作者单位： | 武汉大学测绘遥感信息工程国家重点实验室; |
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| 基金项目： | 国家863计划资助项目(2009AA12Z107);国家973计划资助项目(2009CB723905); 国家自然科学基金资助项目(40871171) |
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| 摘 要： | 从能量、图形、统计多角度出发,提出了由信噪比、平滑度等6项指标组成的小波消噪效果评价体系,对各算法去噪后信号作出全面客观评价。实验结果表明,基于3σ准则的阈值法与模极大值法相结合的小波去噪方法可以有效地去除噪声,效果优于其他方法。
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| 关 键 词： | 激光雷达 小波去噪 3σ准则 模极大值 |
De-Noising Process Based on Wavelet Transform in Feature Reflectance Detection LiDAR System |
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| LV Lilei GONG Wei SONG Shalei ZHU Bo.De-Noising Process Based on Wavelet Transform in Feature Reflectance Detection LiDAR System[J].Geomatics and Information Science of Wuhan University,2011(1):56-59,65. |
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| Authors: | LV Lilei GONG Wei SONG Shalei ZHU Bo |
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| Institution: | LV Lilei1 GONG Wei1 SONG Shalei1 ZHU Bo1 (1 State Key Laboratory Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 400079,China) |
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| Abstract: | Based on the analysis of noise characteristics of the echo signal and principle of wavelet transform de-noising,the combination of threshold method based on 3σ criteria method and Module Maximum Value method is experimented,and with a variety of other classical de-noising algorithms combining in order to process comparative experiment.A new wavelet de-noising effect evaluation system that contains six indicators(noise ratio,smoothness,etc.) is proposed from multi-perspective and make a comprehensive and objective evaluation of the de-noising signal.Experimental results show that the combination of threshold based on 3σ criteria method and modulus maxima method can effectively remove the noise,the effect is better than other methods. |
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| Keywords: | LiDAR wavelet de-noising 3σ criteria modulus maxima |
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