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Point cloud feature point extraction method, point cloud sensing system and mobile platform

A feature point extraction and sensor system technology, applied in the field of data processing, can solve the problems of high cost of algorithm application, large amount of calculation, consumption, etc.

Pending Publication Date: 2020-08-28
SZ DJI TECH CO LTD
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  • Summary
  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Since the amount of complete point cloud data collected by the point cloud sensor is usually large, the online calculation of the complete point cloud requires a large amount of computation, resulting in the consumption of a large amount of computing resources and high algorithm application costs.

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  • Point cloud feature point extraction method, point cloud sensing system and mobile platform
  • Point cloud feature point extraction method, point cloud sensing system and mobile platform
  • Point cloud feature point extraction method, point cloud sensing system and mobile platform

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Embodiment Construction

[0026] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention. In the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.

[0027] Please also see figure 1 , figure 1 It is a schematic structural diagram of a movable platform provided by an embodiment of the present invention. Such as figure 1 As shown, the movable platform includes: a fuselage 101 , a power system 102 , a point cloud sensing system 103 and a gimbal 104 . The power system 102 is installed on the fuselage 101 and is used to provide power for the movable platform. The point cloud sensing system includes a point cloud sensor 1031 , a processor 1032 and a memory 1033 . The point cloud sensor 1031 is a sensing device for collecting three-dimensional point cloud data of the environment where the mobile platform or t...

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Abstract

A point cloud feature point extraction method, a point cloud sensing system and a mobile platform are disclosed, the method comprising: acquiring a three-dimensional point cloud of an environment in which the mobile platform is located (S201); projecting the three-dimensional point cloud to a horizontal plane in the height direction to obtain a two-dimensional projection point cloud (S202); performing rasterization processing and feature information statistics on the two-dimensional projection point cloud to generate a point cloud information graph (S203); and determining point cloud feature points based on the point cloud information graph (S204). According to the embodiment of the invention, feature points in the point cloud can be effectively extracted based on the point cloud information graph.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular to a point cloud feature point extraction method, a point cloud sensing system and a mobile platform. Background technique [0002] Positioning technology can provide location and other information for the mobile platform, which is the prerequisite for the mobile platform to carry out path planning, motion control and independent decision-making. At present, a more mature method is to locate the movable platform based on point cloud sensors. Positioning based on point cloud sensors requires online calculation of the complete point cloud collected by the point cloud sensor, and matching based on all point clouds within the effective range. Since the amount of complete point cloud data collected by the point cloud sensor is usually large, the amount of calculation is large when the complete point cloud is calculated online, resulting in the consumption of a large amo...

Claims

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Application Information

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IPC IPC(8): G06T3/00G06T7/10
CPCG06T7/10G06T3/067
Inventor 江灿森张宏辉
Owner SZ DJI TECH CO LTD
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