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Smooth object three-dimensional reconstruction method, device, computer equipment and storage medium

A 3D reconstruction and smoothing technology, which is applied in the field of 3D reconstruction, can solve the problems of low recognition accuracy of smooth objects, interference of smooth object recognition, poor 3D reconstruction effect, etc., and achieve the effect of improving 3D reconstruction effect, improving 3D reconstruction efficiency and shortening time

Active Publication Date: 2022-05-24
深圳星坊科技有限公司
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Problems solved by technology

Since the surface of a smooth object will reflect the images of other objects in the environment, these reflection images will cause great interference to the recognition of smooth objects, resulting in the failure to recognize smooth objects normally, making the recognition accuracy of smooth objects low and the 3D reconstruction effect poor. Difference

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  • Smooth object three-dimensional reconstruction method, device, computer equipment and storage medium
  • Smooth object three-dimensional reconstruction method, device, computer equipment and storage medium

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[0054] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0055] The three-dimensional reconstruction method for smooth objects provided in the embodiments of the present application can be applied to, for example, figure 1in the application environment shown. The terminal 101 communicates with the server 102 through the network. The data storage system may store data that the server 102 needs to process. The data storage system can be integrated on the server 102, or it can be placed on the cloud or other network server. The server 102 acquires the object image collected after the surface material processing is performed ...

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Abstract

The present application relates to a method, device, computer equipment and storage medium for three-dimensional reconstruction of smooth objects, which are applied in the technical field of three-dimensional reconstruction and are used to improve the effect of three-dimensional reconstruction of smooth objects. The method includes: acquiring an object image collected after surface material processing for a smooth object; performing image matching processing on the object image according to target features in the object image to obtain a matching image library; according to the matching image library performing three-dimensional reconstruction processing on the smooth object to obtain a three-dimensional model of the smooth object; performing texture processing on the three-dimensional model to obtain a target three-dimensional model of the smooth object.

Description

technical field [0001] The present application relates to the technical field of three-dimensional reconstruction, and in particular, to a method, device, computer equipment and storage medium for three-dimensional reconstruction of smooth objects. Background technique [0002] With the gradual development of 3D reconstruction technology in computer vision, people begin to use 3D reconstruction technology to digitally record the 3D objective world, and 3D reconstruction technology is also widely used in assisted driving, virtual reality, computer animation and other scenarios. [0003] At present, the commonly used three-dimensional reconstruction methods of objects are highly dependent on the quality of the acquired two-dimensional images, and the three-dimensional reconstruction of objects is carried out by identifying objects from the two-dimensional images. Since the surface of a smooth object will reflect the images of other objects in the environment, these reflection ...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T17/00G06V10/75G06V10/762G06K9/62
CPCG06T17/00G06F18/22G06F18/23
Inventor 周会祥
Owner 深圳星坊科技有限公司
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