Three-dimensional laser mass point cloud stable display rendering method and system
What is Al technical title?
Al technical title is built by PatSnap Al team. It summarizes the technical point description of the patent document.
A three-dimensional laser and stable display technology, applied in the field of three-dimensional laser, can solve problems such as memory exhaustion, avoid data overload, and solve the effect of computer freeze
Pending Publication Date: 2022-01-18
GUANGZHOU SOUTH SATELLITE NAVIGATION INSTR
View PDF1 Cites 0 Cited by
Summary
Abstract
Description
Claims
Application Information
AI Technical Summary
This helps you quickly interpret patents by identifying the three key elements:
Problems solved by technology
Method used
Benefits of technology
Problems solved by technology
[0004] In order to solve at least one of the above technical defects, the present invention provides a method and system for stable display and rendering of massive 3D laser point clouds, which aims to improve the ability of computers to render massive 3D laser point cloud data and avoid memory consumption caused by data overload. Exhausted problem
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more
Image
Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
Click on the blue label to locate the original text in one second.
Reading with bidirectional positioning of images and text.
Smart Image
Examples
Experimental program
Comparison scheme
Effect test
Embodiment 1
[0081] In the actual application process, the way users operate and process point cloud data is generally as follows:
[0082] If you use an input device such as a mouse or a keyboard to translate, zoom or rotate the loaded point cloud, then the display and rendering thread of the point cloud data will be awakened to render the next frame; if you add a point cloud data, then select call The point cloud data splitting process splits the point cloud data, and then records the corresponding relevant directory of the point cloud, and then wakes up the display rendering thread for the next frame rendering process.
[0083] Such as figure 1 As shown, this solution specifically provides a 3D laser mass point cloud stable display rendering method, including the following steps:
[0084] S1: Read a piece of point cloud data, use the principle of octree algorithm to split it into multiple point cloud layer blocks and store them in the corresponding layer block files;
[0085] S2: read...
Embodiment 2
[0120] More specifically, on the basis of Example 1, such as Figure 7 As shown, this solution also provides a 3D laser mass point cloud stable display rendering system, which is used to realize the 3D laser mass point cloud stable display rendering method, specifically including point cloud data reading module, split processing module, layer block file storage Module, layer block file reading module, rendering judgment module, rendering layer block storage module, point cloud number recording module, calculation module, point cloud display point setting module and rendering module; where:
[0121] The point cloud data reading module is used to read point cloud data;
[0122] The split processing module splits the read point cloud data into multiple point cloud layer blocks using the principle of the octree algorithm;
[0123] The layer block file storage module stores the obtained multiple point cloud layer blocks as corresponding layer block files;
[0124] The layer block...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more
PUM
Login to view more
Abstract
The invention provides a three-dimensional laser mass point cloud stable display rendering method, and relates to the technical field of three-dimensional laser, and the method comprises the steps of dividing point cloud data into a plurality of point cloud layer blocks through employing an octree algorithm principle, and storing the point cloud layer blocks in corresponding layer block files; judging that the point cloud layer blocks meeting the rendering conditions are recorded in a rendering layer block set; calculating the number of points allowed to be rendered by each point cloud layer block in the rendering layer block set; and loading the corresponding layer block file for rendering according to the number of points allowed to be rendered by each point cloud layer block in the rendering layer block set. According to the scheme, each part of point cloud data is split by adopting a partitioning technology, and the point cloud data is divided into a plurality of layer block files with smaller data volume; in the rendering process, a plurality of point cloud files which need to be processed and are small in data size can be dynamically loaded, the relative stable state of use of a memory and a video memory is maintained, and the problems of computer jamming, memory exhaustion, GPU video memory insufficiency and even system crashing are effectively solved.
Description
technical field [0001] The invention relates to the technical field of three-dimensional lasers, in particular to a method and system for stable display and rendering of massive point clouds of three-dimensional lasers. Background technique [0002] Now 3D laser scanners are becoming more and more popular, and the application scenarios are becoming more and more extensive. For example, in the surveying and mapping industry, the point cloud data output by the scanner is used to reconstruct the building in 3D to obtain the 3D point cloud data of the building. However, when a 3D laser scanner scans a building, it needs to scan the layout of multiple stations, so as to obtain multiple point cloud data, and then perform operations such as stitching on these point cloud data, so as to obtain the 3D point cloud data of the building. However, due to the accuracy of the scanner and other reasons, the number of points in the point cloud scanned by one station is relatively large, and ...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more
Application Information
Patent Timeline
Application Date:The date an application was filed.
Publication Date:The date a patent or application was officially published.
First Publication Date:The earliest publication date of a patent with the same application number.
Issue Date:Publication date of the patent grant document.
PCT Entry Date:The Entry date of PCT National Phase.
Estimated Expiry Date:The statutory expiry date of a patent right according to the Patent Law, and it is the longest term of protection that the patent right can achieve without the termination of the patent right due to other reasons(Term extension factor has been taken into account ).
Invalid Date:Actual expiry date is based on effective date or publication date of legal transaction data of invalid patent.
Login to view more 
Login to view more