CN115628720A - Intelligent three-dimensional topographic map surveying and mapping method and system - Google Patents
Intelligent three-dimensional topographic map surveying and mapping method and system Download PDFInfo
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- CN115628720A CN115628720A CN202211291447.XA CN202211291447A CN115628720A CN 115628720 A CN115628720 A CN 115628720A CN 202211291447 A CN202211291447 A CN 202211291447A CN 115628720 A CN115628720 A CN 115628720A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C7/00—Tracing profiles
- G01C7/02—Tracing profiles of land surfaces
- G01C7/04—Tracing profiles of land surfaces involving a vehicle which moves along the profile to be traced
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C11/00—Photogrammetry or videogrammetry, e.g. stereogrammetry; Photographic surveying
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Abstract
The application provides an intelligent three-dimensional topographic map surveying and mapping method and system, and relates to the technical field of geographic information processing. An intelligent three-dimensional topographic map mapping method comprises the following steps: acquiring a measuring area of the terrain to be drawn and data of the terrain to be drawn, and planning a surveying and mapping line according to the data; carrying out topographic map mapping on the measuring area according to the mapping line, determining image control points distributed in the topographic map of the measuring area, and processing the image control points according to the measurement specification; inputting the processed image control points into a computer by utilizing computer information input, and carrying out accurate comparison through data checking management; and performing supplementary drawing on the initial drawing topographic map according to the image control points after the accurate comparison to generate a supplementary drawing topographic map. The three-dimensional topographic map surveying and mapping precision can be improved. In addition this application has still provided an intelligence three-dimensional topographic map mapping system, includes: the device comprises an acquisition module, a processing module, a comparison module and a mapping module.
Description
Technical Field
The application relates to the technical field of geographic information processing, in particular to an intelligent three-dimensional topographic map surveying and mapping method and system.
Background
The topographic map refers to a projection map of the relief form, the geographical position and the shape of the ground on a horizontal plane, and more specifically, a method of projecting the ground features and the landform on the ground horizontally and drawing the projection map on a drawing paper according to a certain scale, wherein the map is called a topographic map, and the map is relatively small in area range, so that the natural geographic elements such as the ground features, hydrology, terrain, soil and vegetation, and the social economic elements such as residential points, traffic lines, boundary lines and engineering buildings can be represented in detail and relatively accurately. The thematic map is a map which emphasizes one or more elements in natural phenomena or social phenomena, such as a cadastral map, a geological map, a tourist map and the like.
At present, the production mode of large-scale topographic maps mainly comprises field digital mapping and aerial photogrammetry, and the two production modes have own advantages but have some defects at the same time: the field digital mapping mainly depends on a large amount of manual work to carry out field operation, the working intensity is high, the operation cost is high, and the manual collection efficiency is low; aerial photogrammetry is greatly influenced by factors such as weather, terrain and the like, and equipment rental cost is high.
The existing large-scale topographic map production mode usually adopts a field mapping method, the method needs to rely on a large amount of manpower to collect geographic information of a topographic map to be measured in the field, and then the topographic map of the topographic map to be measured and mapped is mapped according to the collected geographic information, but the method has the problems of low manual collection efficiency and long time consumption, and is difficult to ensure the accuracy of the collected geographic information, so that the high-precision requirement of topographic map mapping work is difficult to meet.
Disclosure of Invention
The application aims to provide an intelligent three-dimensional topographic map surveying and mapping method which can improve the three-dimensional topographic map surveying and mapping precision.
Another object of the present application is to provide an intelligent three-dimensional topographic map surveying and mapping system capable of operating an intelligent three-dimensional topographic map surveying and mapping method.
The embodiment of the application is realized as follows:
in a first aspect, an embodiment of the present application provides an intelligent three-dimensional topographic map mapping method, which includes acquiring a measurement area of a topographic map to be mapped and data of the topographic map to be mapped, and planning a mapping line according to the data; surveying and mapping the topographic map of the measured area according to the surveying and mapping line, determining image control points distributed in the topographic map of the measured area, and processing the image control points according to the measurement specification; inputting the processed image control points into a computer by utilizing computer information input, and carrying out accurate comparison through data checking management; and performing supplementary drawing on the initial drawn topographic map according to the image control points after the accurate comparison to generate a supplementary drawn topographic map.
In some embodiments of the present application, the obtaining the measurement area of the terrain to be mapped and the data of the terrain to be mapped, and planning the mapping circuit according to the data includes: and scanning the measuring area of the terrain to be measured and drawn by using the three-dimensional laser scanning measuring system to obtain target data of the measuring area.
In some embodiments of the present application, the above further includes: the survey area for acquiring the terrain to be surveyed comprises corner image control points and area image control points which are uniformly distributed in the survey area for drawing the terrain to be surveyed, and no high buildings are arranged around the corner image control points.
In some embodiments of the present application, the mapping the topographic map of the area according to the mapping line, determining the image control points arranged in the topographic map of the area, and processing the image control points according to the measurement specification includes: and uniformly distributing conventional image control points at equal intervals on a surveying and mapping line in the terrain to be painted according to the scale.
In some embodiments of the present application, the above further includes: storing and collecting the topographic map of the measuring area, extracting information of the stored topographic map, and then sorting and summarizing the extracted information.
In some embodiments of the present application, the entering the processed image control point into the computer by using computer information entry, and performing the precise comparison by data checking management includes: and comparing the data obtained by the three-dimensional laser scanning measurement system with the data input by the computer, and modifying the information input by the computer according to the information comparison result.
In some embodiments of the present application, the performing supplementary rendering on the initial rendering topographic map according to the image control points after the accurate comparison, and generating the supplementary rendering topographic map includes: and generating a building wire frame model corresponding to each building data according to at least one piece of building data corresponding to the image control points after the accurate comparison.
In a second aspect, an embodiment of the present application provides an intelligent three-dimensional topographic map mapping system, which includes an obtaining module, configured to obtain a measurement area of a topographic map to be measured and data of the topographic map to be measured, and plan a mapping line according to the data;
the processing module is used for surveying and mapping the topographic map of the survey area according to the surveying and mapping line, determining image control points distributed in the topographic map of the survey area and processing the image control points according to the measuring specification;
the comparison module is used for inputting the processed image control points into a computer by using computer information input and carrying out precise comparison through data checking management;
and the mapping module is used for performing supplementary drawing on the initial drawing topographic map according to the image control points after the accurate comparison to generate a supplementary drawing topographic map.
In some embodiments of the present application, the above includes: at least one memory for storing computer instructions; at least one processor in communication with the memory, wherein the at least one processor, when executing the computer instructions, causes the system to:
in a third aspect, embodiments of the present application provide a computer-readable storage medium on which a computer program is stored, which, when executed by a processor, implements a method such as any one of the intelligent three-dimensional topographic map mapping methods.
Compared with the prior art, the embodiment of the application has at least the following advantages or beneficial effects:
error control and precision inspection are carried out on each step in the mapping process, so that the mapping precision of the large-scale topographic map can be improved; convert a large amount of field work into interior industry, can guarantee the precision and shorten project field time again, very big avoiding field danger, improve the three-dimensional topographic map survey and drawing precision of large-scale simultaneously. The geographic information of the terrain to be drawn is not required to be manually collected, the drawing efficiency of the terrain map is improved, the drawing time is shortened, and the accuracy of the geographic information required by the terrain map can be ensured due to the fact that the real-scene three-dimensional model is high in precision, so that the high-precision requirement of the mapping work of the terrain map can be met.
Drawings
To more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a schematic diagram illustrating steps of an intelligent three-dimensional topographic map mapping method according to an embodiment of the present disclosure;
fig. 2 is a detailed step diagram of an intelligent three-dimensional topographic map mapping method according to an embodiment of the present disclosure;
fig. 3 is a schematic block diagram of an intelligent three-dimensional topographic map mapping system according to an embodiment of the present disclosure;
fig. 4 is an electronic device provided in an embodiment of the present application.
Icon: 10-an acquisition module; 20-a processing module; 30-a comparison module; 40-a mapping module; 101-a memory; 102-a processor; 103-communication interface.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined and explained in subsequent figures.
It should be noted that the term "comprises/comprising" or any other variation thereof is intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising a … …" does not exclude the presence of another identical element in a process, method, article, or apparatus that comprises the element.
Some embodiments of the present application will be described in detail below with reference to the accompanying drawings. The embodiments described below and the individual features of the embodiments can be combined with one another without conflict.
Example 1
Referring to fig. 1, fig. 1 is a schematic diagram illustrating steps of an intelligent three-dimensional topographic mapping method according to an embodiment of the present disclosure, as follows:
s100, acquiring a measuring area of the terrain to be drawn and data of the terrain to be drawn, and planning a surveying and mapping line according to the data;
in some embodiments, in order to improve the efficiency of topographic map surveying and mapping, in the surveying and mapping process, historical geographic data of a terrain to be surveyed, such as basic geographic data, ownership data, city update survey data, three old transformation patches, illegal patch survey data and other survey data, may be referred to, but since the historical geographic data have various sources, and the accuracy and timeliness of the data are not uniform, and the terrain to be surveyed also changes with the passage of time, the historical geographic data of the terrain to be surveyed cannot be directly used, especially buildings and terrain data such as roads, channels, enclosing walls, fences and the like serving as addressing lines, in embodiments of the present invention, the historical geographic data and a real scene three-dimensional model with high accuracy are compared and analyzed by a preset checking method to check whether the historical geographic data meet a preset accuracy requirement, and the historical geographic data meeting the preset accuracy requirement can only be used as reference geographic data that can be referred to.
Step S110, carrying out topographic map surveying and mapping on the survey area according to the surveying and mapping line, determining image control points distributed in the topographic map of the survey area, and processing the image control points according to the surveying specification;
in some embodiments, the image control points are empty imaging marker points, are mainly used for absolute orientation of three-dimensional modeling, and can be used for laying the positions and the number of the image control points in the range of the region to be measured according to a mapping line. The image control point layout mainly meets the precision requirement of aviation flight oblique photography, and the situation of repeated point layout in the same region is reduced as much as possible. Further, the above-mentioned image control point is laid in the region to be measured according to the survey and drawing line includes: uniformly distributing conventional image control points at equal intervals on a mapping line in a region to be measured according to a scale; the special image control points comprise image control points arranged at the overlapping part of the mapping line and image control points which are difficult to set; and laying the conventional image control points and the special image control points according to the laying condition.
Wherein, the netted laying of region (survey area) according to awaiting measuring of conventional image control point, and along survey and drawing the equidistant even setting on the circuit, the design of regional net that awaits measuring should be aimed at the survey area condition and combine the oblique photography subregion of aviation flying, aviation flying to divide the encryption survey area in the oblique photography direction, need avoid large tracts of land waters, independent island should form the survey area alone, avoid the condition that the image control point falls into water, and control the interval size of conventional image control point according to different topography scale
Step S120, inputting the processed image control points into a computer by utilizing computer information input, and carrying out accurate comparison through data checking management;
in some embodiments, after data statistics, computer data entry is performed, namely, three-dimensional drawing is performed on data size by using drawing software in a computer, the computer data entry comprises three links of data preparation, space-three encryption and modeling output, the data preparation mainly comprises the steps of sorting aviation image data, camera files, POS data and image control point data to enable the aviation image data, the camera files, the POS data and the image control point data to meet requirements of a software platform, the sorted data is loaded into live-action three-dimensional modeling software, and after the data entry and drawing of a three-dimensional graph, data checking management is required.
And S130, performing supplementary drawing on the initial drawing topographic map according to the image control points after the accurate comparison to generate a supplementary drawing topographic map.
In some embodiments, the terrain elements and feature elements identified in the live-action three-dimensional model are referenced to geographic data, the position information of the terrain elements and feature elements is determined, and an initial rendered terrain map of the terrain to be mapped is generated from the position information of the terrain elements and feature elements. It should be noted that the live-action three-dimensional model has the advantages of rich and real texture, good visual effect and high coordinate precision, so that the effect of topographic map mapping based on the live-action three-dimensional model is better. Exemplarily, by adjusting a view angle of a real-scene three-dimensional model, identifying terrain elements and ground feature elements in the terrain to be mapped, then determining position information of each terrain element and ground feature element in the terrain to be mapped by combining with reference geographic data, and mapping the terrain map, since the reference geographic data may not cover all the ground feature elements of the terrain to be mapped, for the remaining un-mapped elements in the terrain map, performing operations such as translation, rotation, zooming, and changing a view angle in the real-scene three-dimensional model, interpreting the remaining un-mapped terrain elements and ground feature elements, then performing supplementary mapping on the current terrain map according to the interpreted result, and finally generating an initial mapped terrain map of the terrain to be mapped.
Example 2
Referring to fig. 2, fig. 2 is a detailed step diagram of an intelligent three-dimensional topographic mapping method according to an embodiment of the present application, which is shown as follows:
step S200, scanning the measuring area of the terrain to be surveyed by using the three-dimensional laser scanning measuring system to obtain target data of the measuring area.
Step S210, obtaining the survey area of the terrain to be mapped, wherein the survey area comprises corner image control points and area image control points which are uniformly distributed in the survey area of the terrain to be mapped, and no high buildings are arranged around the corner image control points.
And S220, uniformly distributing conventional image control points at equal intervals on a surveying and mapping line in the terrain to be painted according to a scale.
And step S230, storing and collecting the topographic map of the survey area, extracting information of the stored topographic map, and then sorting and summarizing the extracted information.
And S240, comparing the data obtained by the three-dimensional laser scanning measurement system with the data input by the computer, and modifying the information input by the computer according to the result of the information comparison.
And step S250, generating a building wire frame model corresponding to each building data according to at least one piece of building data corresponding to the image control points after the accurate comparison.
In some embodiments, it is not enough to directly perform mapping work based on the live-action three-dimensional model to complete the mapping of most terrain elements and feature elements, but because the unmanned aerial vehicle has the problems of unstable flight attitude, large image overlapping degree, difficulty in controlling the size of intersection angle and the like when acquiring the image of the terrain to be mapped, and meanwhile, in the mapping process of the unmanned aerial vehicle, the image pair needs to be continuously switched to complete the mapping process, thereby causing great deformation of the affected edge, so that the buildings which are shielded at the bottom layer in the live-action three-dimensional model, independent features which are small in area and incomplete in loading and the like cannot be identified, and therefore, the mapping process is not enough only depending on the live-action three-dimensional model. In order to further improve the accuracy of the topographic map mapping, the embodiment of the invention adopts a multi-sheet forward intersection algorithm to determine the position information of the ground object which cannot be identified.
Example 3
Referring to fig. 3, fig. 3 is a schematic diagram of an intelligent three-dimensional topographic mapping system according to an embodiment of the present disclosure, which is shown as follows:
the acquisition module 10 is used for acquiring a measuring area of the terrain to be drawn and data of the terrain to be drawn, and planning a surveying and mapping line according to the data;
the processing module 20 is configured to perform topographic map mapping on the measurement area according to the mapping line, determine that image control points are arranged in the topographic map of the measurement area, and process the image control points according to the measurement specification;
the comparison module 30 is used for inputting the processed image control points into a computer by using computer information input and carrying out precise comparison through data checking management;
and the mapping module 40 is used for performing supplementary mapping on the initial mapping topographic map according to the image control points after the accurate comparison to generate a supplementary mapping topographic map.
As shown in fig. 4, an embodiment of the present application provides an electronic device, which includes a memory 101 for storing one or more programs; a processor 102. The one or more programs, when executed by the processor 102, implement the method of any of the first aspects as described above.
Also included is a communication interface 103, and the memory 101, processor 102 and communication interface 103 are electrically connected to each other, directly or indirectly, to enable transfer or interaction of data. For example, the components may be electrically connected to each other via one or more communication buses or signal lines. The memory 101 may be used to store software programs and modules, and the processor 102 executes the software programs and modules stored in the memory 101 to thereby execute various functional applications and data processing. The communication interface 103 may be used for communicating signaling or data with other node devices.
The Memory 101 may be, but is not limited to, a Random Access Memory 101 (RAM), a Read Only Memory 101 (ROM), a Programmable Read Only Memory 101 (PROM), an Erasable Read Only Memory 101 (EPROM), an electrically Erasable Read Only Memory 101 (EEPROM), and the like.
The processor 102 may be an integrated circuit chip having signal processing capabilities. The Processor 102 may be a general-purpose Processor 102, including a Central Processing Unit (CPU) 102, a Network Processor 102 (NP), and the like; but may also be a Digital Signal processor 102 (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components.
In the embodiments provided in the present application, it should be understood that the disclosed method and system can be implemented in other ways. The method and system embodiments described above are merely illustrative, for example, the flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of methods and systems, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, functional modules in the embodiments of the present application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
In another aspect, embodiments of the present application provide a computer-readable storage medium, on which a computer program is stored, which, when executed by the processor 102, implements the method according to any one of the first aspect described above. The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory 101 (ROM), a Random Access Memory 101 (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In summary, the method and the system for intelligent three-dimensional topographic map mapping provided by the embodiment of the application perform error control and precision check on each step in the mapping process, and can improve the mapping precision of a large-scale topographic map; convert a large amount of field work into interior industry, can guarantee the precision and shorten project field time again, very big avoiding field danger, improve the three-dimensional topographic map survey and drawing precision of large-scale simultaneously. The geographic information of the terrain to be drawn is not required to be manually collected, the drawing efficiency of the terrain map is improved, the drawing time is shortened, and the accuracy of the geographic information required by the terrain map can be ensured due to the fact that the real-scene three-dimensional model is high in precision, so that the high-precision requirement of the mapping work of the terrain map can be met.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
It will be evident to those skilled in the art that the application is not limited to the details of the foregoing illustrative embodiments, and that the present application may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the application being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Claims (10)
1. An intelligent three-dimensional topographic map mapping method, comprising:
acquiring a measuring area of the terrain to be drawn and data of the terrain to be drawn, and planning a surveying and mapping line according to the data;
carrying out topographic map mapping on the measuring area according to the mapping line, determining image control points distributed in the topographic map of the measuring area, and processing the image control points according to the measurement specification;
inputting the processed image control points into a computer by utilizing computer information input, and carrying out accurate comparison through data checking management;
and performing supplementary drawing on the initial drawn topographic map according to the image control points after the accurate comparison to generate a supplementary drawn topographic map.
2. The method as claimed in claim 1, wherein the step of obtaining the area of the terrain to be mapped and the data of the terrain to be mapped, and the step of planning the mapping route according to the data comprises:
and scanning the measuring area of the terrain to be surveyed by using the three-dimensional laser scanning measuring system to obtain target data of the measuring area.
3. The intelligent three-dimensional topographical mapping method as recited in claim 2, further comprising:
the survey area for acquiring the terrain to be surveyed comprises corner image control points and area image control points which are uniformly distributed in the survey area for drawing the terrain to be surveyed, and no high buildings are arranged around the corner image control points.
4. The method as claimed in claim 1, wherein the topographic map mapping of the area according to the mapping lines, determining the image control points arranged in the topographic map of the area, and processing the image control points according to the measurement specification comprises:
and uniformly distributing conventional image control points at equal intervals on a surveying and mapping line in the terrain to be painted according to the scale.
5. The intelligent three-dimensional topographical mapping method as recited in claim 4, further comprising:
storing and collecting the topographic map of the measuring area, extracting information of the stored topographic map, and then sorting and summarizing the extracted information.
6. An intelligent three-dimensional topographic map mapping method as claimed in claim 1, wherein the entering of the processed image control points into the computer using computer information entry, and the comparing with precision by data checking management comprises:
and comparing the data obtained by the three-dimensional laser scanning measurement system with the data input by the computer, and modifying the information input by the computer according to the information comparison result.
7. The method of claim 1, wherein the performing the additional rendering on the initial rendering topographic map according to the image control points after the precise comparison, and the generating the additional rendering topographic map comprises:
and generating a building wire frame model corresponding to each building data according to at least one piece of building data corresponding to the image control points after the accurate comparison.
8. An intelligent three-dimensional topographical mapping system, comprising:
the acquisition module is used for acquiring a measuring area of the terrain to be drawn and data of the terrain to be drawn and planning a surveying and mapping line according to the data;
the processing module is used for surveying and mapping the topographic map of the survey area according to the surveying and mapping line, determining image control points distributed in the topographic map of the survey area and processing the image control points according to the measuring specification;
the comparison module is used for inputting the processed image control points into a computer by utilizing computer information input and carrying out accurate comparison through data check management;
and the mapping module is used for performing supplementary drawing on the initial drawing topographic map according to the image control points after the accurate comparison to generate a supplementary drawing topographic map.
9. An intelligent three-dimensional topographical mapping system as recited in claim 8, including:
at least one memory for storing computer instructions;
at least one processor in communication with the memory, wherein the at least one processor, when executing the computer instructions, causes the system to perform: the device comprises an acquisition module, a processing module, a comparison module and a mapping module.
10. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-7.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115979229A (en) * | 2023-03-16 | 2023-04-18 | 山东新科凯邦通信器材有限公司 | Intelligent mapping system is used in city survey and drawing based on thing networking |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN115979229A (en) * | 2023-03-16 | 2023-04-18 | 山东新科凯邦通信器材有限公司 | Intelligent mapping system is used in city survey and drawing based on thing networking |
| CN115979229B (en) * | 2023-03-16 | 2023-06-02 | 山东新科凯邦通信器材有限公司 | Urban mapping is with intelligent mapping system based on thing networking |
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