Research on the Point Cloud Resolutions of TLS
- Issue 3, Pages: 405-410(2008)
Published: 2008
DOI: 10.11834/jrs.20080354
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Published: 2008 ,
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[1]朱凌,石若明.地面三维激光扫描点云分辨率研究[J].遥感学报,2008(03):405-410.
ZHU Ling~. Research on the Point Cloud Resolutions of TLS. [J]. Journal of Remote Sensing (3):405-410(2008)
分辨率决定了从点云中提取目标细节的能力
可分为平面分辨率、距离分辨率和强度分辨率。分析了在分辨率中起主导作用的平面分辨率的主要影响因素
得出了计算平面分辨率的理论公式并通过实验验证了其正确性
对地面三维激光扫描实际应用具有指导意义。
TLS(Terrestrial Laser Scanning)uses laser to measure the 3D coordinates of a given region of an objeet’s surface automatically
in a systematic order at a high rate in near real time.TLS is a method which can get the 3D model of the object directly.Due to its high speed in obtaining unstructured point clouds from all surfaces within the field of view
TLS can be used in many fields such as deformation monitoring
3D modeling of building or other large scale scene. The data from TLS have the format of point cloud.Compared with traditional survey method
TLS focuses not only on the accuracy of single point position but also on the modeling accuracy of the 3D surface.Therefore
some resolutions are im- portant characters in the point cloud.The resolutions govern the level of identifiable details within the scanned point cloud.These resolutions can be classified into angular
range and intensity resolution.The first one is like an indicator of resolutions and is the focus of this study.The main issues concern the impact of angular resolution by different scan range and angle.Based on the principle of TLS
the basic relations and formulas concerning the accuracy are put forward for dif- ferent scan range and angle.And then
a Leica HDS3000 laser scanner is used to testify in the field. The first test is concerned with the change of accuracy by different scan range.A piece of plane ground is selected for scanning
and a rectangle range is cut from the point cloud to calculate the histogram of distances from the scan points to the scanner.Contrast with the theoretical number of scan points
the curves calculated appear quite similar.The result can be explained when the scan range increases
the point density decreases. The second test is concerned with the change of accuracy by different scan angle.Seven targets are set and scanned in different angle from 0 to 60 degree but in the same distance to the scanner.In each target’s point cloud
the number of points is calculated.The chart of number of points is fitted to the theoretical number of points.The data can be shown when increasing the scan angle
the point density is decreased. The analysis of the results shows that in the different part of a 3D object the point density obtained is different. Therefore
the homogeneous point density on the model is not existed.But according to the research it is feasible to esti- mate the point density and evaluate the level of details
which can be designed for a scanned point cloud on forehand. Thus
a blind scanning can be avoided. Besides the scan angle and scan distance
some other factors also will impact the point density and the resolution of the point cloud
such as the shape
size
materials
environment or surroundings of the scanned object.We do not work on the factors mentioned above in this study.Also
another key factor
the intensity resolution of the point cloud is not in- volved in this paper.
地面三维激光扫描平面分辨率平面点密度
TLSangular resolutionpoint density
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