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Method and device for establishing three-dimensional reconstruction model of space moving target

A technology of 3D reconstruction and space movement, which is applied in the field of 3D reconstruction model establishment of space moving objects, can solve the problems of 3D reconstruction model distortion, and achieve the effects of reducing distortion rate, removing glare and shadow effects, and good accuracy

Active Publication Date: 2020-04-24
NORTHWESTERN POLYTECHNICAL UNIV
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Problems solved by technology

[0005] The object of the present invention is to provide a method and device for establishing a three-dimensional reconstruction model of a space moving object, so as to solve the problem of distortion of the three-dimensional reconstruction model when reconstructing the three-dimensional reconstruction model of the space movement object according to the spatial monocular image sequence

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  • Method and device for establishing three-dimensional reconstruction model of space moving target
  • Method and device for establishing three-dimensional reconstruction model of space moving target
  • Method and device for establishing three-dimensional reconstruction model of space moving target

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Embodiment Construction

[0057] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0058] The method for establishing a three-dimensional reconstruction model of a space moving object provided in the embodiment of the present application can be applied to various smart devices, for example, it can be a tablet computer, a notebook computer, an ultra-mobile personal computer (ultra-mobilepersonal computer, UMPC), a netbook and other terminal devices, the embodiments of the present application do not impose any restrictions on the specific types of terminal devices.

[0059] The embodiment of the present application provides a method for establishing a three-dimensional reconstruction model of a space moving object, such as figure 1As shown, including obtaining space monocular image sequences of space debris or invalid satellites; using the trained generative confrontation network to train space monocular image sequences to el...

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Abstract

The invention discloses a method and a device for establishing a three-dimensional reconstruction model of a space moving target. The method comprises the following steps: acquiring a space monocularimage sequence of space debris or a failure satellite; adopting the trained generative adversarial network to train a spatial monocular image sequence so as to eliminate flare and shadow of each spatial monocular image in the spatial monocular image sequence, and generating a first image sequence; extracting a feature value matching relationship between each image in the first image sequence and other images through a scale invariant feature transformation method; establishing a three-dimensional model sparse point cloud of the space debris or the failure satellite according to the characteristic value matching relationship; generating a three-dimensional model grid model according to the three-dimensional model sparse point cloud, and sequentially performing grid filtering and texturing processing on the three-dimensional model grid model to obtain a three-dimensional reconstruction model of space debris or a failure satellite; according to the invention, the problem of distortion ofthe three-dimensional reconstruction model when the three-dimensional reconstruction model of the spatial moving target is reconstructed according to the spatial monocular image sequence can be solved.

Description

【Technical field】 [0001] The invention belongs to the technical field of three-dimensional reconstruction of a moving object in space, and in particular relates to a method for establishing a three-dimensional reconstruction model of a moving object in space. 【Background technique】 [0002] In space missions, in-orbit services are usually required for satellites or space station devices, such as docking of space stations, recovery of failed satellites, and removal of space debris. With the development of space technology in various countries in the world, so far, more than 6,000 spacecraft have been launched by humans, and only a small part of these spacecraft enter the atmosphere and destroy themselves. Most satellites or other artificial celestial bodies are still regarded as space junk. stuck in space orbit. [0003] The existing way of clearing space junk is generally to use mother-child satellites to clear the target. However, when using larger satellites to clear spac...

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Application Information

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IPC IPC(8): G06T17/00G06T7/40G06T5/00G06K9/62G06K9/46
CPCG06T17/00G06T7/40G06V10/757G06V10/462G06F18/214G06T5/70
Inventor 潘泉周康博侯晓磊刘勇
Owner NORTHWESTERN POLYTECHNICAL UNIV
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