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2.5-dimensional map automatic registration method based on image processing technology

An image processing and automatic registration technology, applied in image data processing, 3D image processing, image analysis, etc., can solve problems such as inability to meet mass production, registration accuracy, or low registration efficiency.

Pending Publication Date: 2022-07-01
武汉市探测者科技有限公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The traditional registration method is to manually select feature points for registration. This method relies on the experience of the registration personnel and the accuracy of the original base map, so both the registration accuracy and registration efficiency are low. , cannot meet mass production

Method used

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  • 2.5-dimensional map automatic registration method based on image processing technology
  • 2.5-dimensional map automatic registration method based on image processing technology
  • 2.5-dimensional map automatic registration method based on image processing technology

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Experimental program
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Embodiment Construction

[0025] S1: While rendering the 2.5-dimensional map, a remote sensing image is rendered from the same camera perspective as the registration reference base map. The registered basemap will be used as a reference image for automatic image matching.

[0026] S2: Use image recognition tools to extract feature points between the rendered source image and the remote sensing image. The number of feature points generated by the image recognition method is large, and there are many wrongly recognized points that need to be eliminated.

[0027] S3: Import the rendered 2.5D image and registered basemap into ArcGIS. In ArcGIS, the rendered 2.5D map and registered basemap are assigned the same coordinate system as the original remote sensing image.

[0028] S4: Import the feature points generated in S2 into ArcMap, and run the fitting algorithm to optimize the input feature points. The fitting algorithm has a first-order fitting, a second-order fitting, and a third-order fitting. Choose ...

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Abstract

The invention discloses a 2.5-dimensional map automatic registration method based on an image processing technology, and belongs to the field of image processing technologies and geographic information technologies. According to the method, the same feature points between the remote sensing image and the 2.5-dimensional map are automatically extracted through recognition and matching of image feature points by adopting a computer graphics mode, and then 2.5-dimensional registration control points meeting threshold requirements are automatically generated from the feature points through algorithm optimization, so that automatic registration of the 2.5-dimensional map is realized. According to the method, an original mode depending on manual registration is optimized into a mode that a computer automatically identifies feature points and generates control points for automatic registration. According to the method, the registration precision and the registration efficiency in the 2.5-dimensional production process are improved, and the 2.5-dimensional map production progress is greatly improved.

Description

technical field [0001] The invention relates to the fields of computer graphics and geographic information science, in particular to a fast registration method for a 2.5-dimensional map. Background technique [0002] In addition to inheriting the powerful functions of 2D electronic map in data collection, analysis and processing, 2.5D electronic map has intuitive and real spatial representation ability, which makes up for the limitation of 2D GIS graphics performance. Compared with the three-dimensional electronic map, the 2.5-dimensional electronic map has a smaller amount of data and runs faster in the background. [0003] In the current 2.5D production process, the 2.5D map needs to be registered so that it has the correct geographic coordinates. The traditional registration method is to manually select feature points for registration. This method relies on the experience of the registration personnel and the accuracy of the original base map, so both the accuracy of reg...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/246G06T7/285G06T15/20G06T17/05
CPCG06T7/246G06T7/285G06T17/05G06T15/205G06T2207/10012G06T2207/10032
Inventor 徐亮
Owner 武汉市探测者科技有限公司