Point cloud correction method and device of laser scanner and storage medium
A laser scanner and laser scanning technology, applied in the field of laser scanners, can solve the problems of high time and space complexity, high time and space complexity, and difficulty in filtering processing, so as to reduce the time and space complexity. , Improve the quality of point cloud, eliminate the effect of fluctuation
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Embodiment 1
[0037] The present invention provides a point cloud correction method of a laser scanner, by filtering the original data of a three-dimensional laser scanner in the process of converting into point cloud data, that is, reducing three-dimensional spatial filtering to one-dimensional linear filtering, through The one-dimensional linear filtering process smoothes the fluctuations caused by random errors, reduces the measurement thickness of the point cloud, and improves the quality of the point cloud. Compared with the three-dimensional spatial filtering in the prior art, the present invention undoubtedly greatly reduces the difficulty of filtering, the complexity of time and space, and improves the filtering efficiency. The present invention does not need to make any improvement to the hardware of the equipment, and solves the problems of high cost, great difficulty, and long time consumption in the prior art when reducing errors through hardware improvement.
[0038] The presen...
Embodiment 2
[0061] The invention provides a point cloud correction device of a laser scanner. Such as Figure 4 As shown, a schematic diagram of the internal structure of a point cloud correction device for a laser scanner provided by an embodiment of the present invention.
[0062] In this embodiment, a point cloud correction device of a laser scanner may be a PC (Personal Computer, personal computer), or may be a terminal device such as a smart phone, a tablet computer, or a portable computer. The point cloud correction device for a laser scanner at least includes: a processor 12 , a communication bus 13 , a network interface 14 and a memory 11 .
[0063] Wherein, the memory 11 includes at least one type of readable storage medium, and the readable storage medium includes flash memory, hard disk, multimedia card, card-type memory (eg, SD or DX memory, etc.), magnetic memory, magnetic disk, optical disk, etc. In some embodiments, the memory 11 may be an internal storage unit of a point...
Embodiment 3
[0084] A storage medium, the storage medium is a computer-readable storage medium on which a point cloud correction program is stored, the point cloud correction program is a computer program, and the point cloud correction program is executed by a processor to implement the following steps:
[0085] Obtaining step: obtaining all scanning points in the original laser scanning data of the three-dimensional laser scanner;
[0086] Reading step: reading a scanning point from the original laser scanning data and recording it as a scanning point to be processed, and obtaining the scanning data of the scanning point to be processed;
[0087] Judging step: judging whether the scanning point to be processed is the first scanning point in the original laser scanning data, if so, performing the storing step; if not, performing the comparing step;
[0088] Storing step: storing the scan points to be processed in a temporary cache, and then performing a reading step;
[0089] Comparing s...
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