Object model position measurement method and device in real scene, storage medium and equipment
A technology of realistic scenes and measurement methods, which is applied in the directions of measurement devices, radio wave measurement systems, surveying and mapping and navigation, etc., and can solve problems such as establishment in advance
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Embodiment 1
[0035] refer to figure 1 , a method for measuring the position of an object model in a real scene of the present embodiment, comprising:
[0036] S101: Acquire scene information, and generate 3D point clouds of the scene and different target entities in the scene.
[0037] In this step, scene information is acquired based on a non-contact method.
[0038] Specifically, the actual scene information is collected through cameras, laser scanners, lidar, millimeter wave and other equipment, and the 3D point cloud model of the scene is generated through images or lasers.
[0039] It can be understood here that for the generation method of the 3D point cloud of the scene, multiple images collected by a color camera can be reconstructed and generated. Typical methods include SFM (structure from motion), oblique photography, etc.; it can be directly obtained through a depth camera. Collect the depth image of the scene, and then calculate and generate point cloud information; the lase...
Embodiment 2
[0060] This embodiment provides a device for measuring the position of an object model in a real scene, which includes:
[0061] A point cloud generation module, which is used to obtain scene information, and generate three-dimensional point clouds of different target entities in the scene and the scene;
[0062] A point cloud segmentation module, which is used to segment three-dimensional point clouds of different target entities;
[0063] The point cloud coordinate acquisition module is used to construct the point cloud coordinate system of the scene according to the model position reference in the scene, and obtain the point cloud coordinates of different target entities in the point cloud coordinate system;
[0064] The mold position acquisition module is used to obtain the mold positions of different target entities in the actual scene based on the conversion relationship between the point cloud coordinate system of the scene and the actual scene coordinate system.
[00...
Embodiment 3
[0074] This embodiment provides a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, the steps in the method for measuring the position of an object model in a real scene as described in the first embodiment above are implemented.
[0075] In this embodiment, each target entity is segmented by performing three-dimensional point cloud reconstruction on the scene; at the same time, a model position reference is established, and the conversion relationship between scene coordinates and point cloud coordinates is calculated; through the point cloud coordinates and coordinate conversion of the target entity relationship to get the module position of the target entity in the actual scene. The invention establishes a non-contact online measurement method to calculate the mold position of the unknown target entity in the space scene, and obtain the space occupation of the target entity; compared with the traditional poi...
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