A method for stylized migration of metaverse 3D architectural models

A technology of architectural models and 3D models, applied in the metaverse field, can solve problems such as inability to transfer the style of 3D digital models, lack of recombination and reuse of results, and affect the efficiency and real-time performance of style transfer, so as to reduce labor consumption and improve efficiency and real-time effects

Active Publication Date: 2022-06-21
北京飞渡科技股份有限公司
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Problems solved by technology

[0005] 1. The existing style transfer technology is limited to the final output image, and cannot perform style transfer on the 3D digital model itself, and it is difficult to meet the model interaction requirements in the virtual world
[0006] 2. The existing style transfer technology requires separate model training based on the original image and the target image for each style transfer, which greatly affects the efficiency and real-time performance of style transfer
[0007] 3. The existing style transfer technology usually transfers the image as a whole rather than the part of the natural understanding of semantics, and does not have the ability to recombine and reuse the transferred results

Method used

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  • A method for stylized migration of metaverse 3D architectural models
  • A method for stylized migration of metaverse 3D architectural models

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Embodiment Construction

[0043] Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. When the following description refers to the drawings, the same numerals in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with this disclosure. Rather, they are merely examples of means consistent with some aspects of the present disclosure, as recited in the appended claims.

[0044] Below, in conjunction with the accompanying drawings and specific embodiments, the invention is further described:

[0045] like figure 1 and figure 2 As shown, a stylized transfer method for a metaverse 3D architectural model, the method includes:

[0046] a1. Preprocessing of building component model files;

[0047] a2. Stylized migration of architectural component textures;

[0048] a3. Use the de...

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Abstract

The present invention provides a metaverse 3D architectural model stylized migration method, the method comprising: a1. preprocessing of architectural component model files; a2. stylized migration of architectural component textures; , use this feature to transform the style of the input original 2D or 3D building components, and replace the transformed 2D or 3D building components with textures and bump maps. The application of the deep learning-based style transfer on the 3D model of the present invention meets the requirements for style transfer of the 3D model in the virtual digital world, and improves the efficiency and real-time performance of the style transfer. Ability to combine and reuse.

Description

technical field [0001] The invention relates to the technical field of the metaverse, in particular, to a stylized migration method for a three-dimensional architectural model of the metaverse. Background technique [0002] The core idea of ​​Metaverse is to provide people with real-time interactive virtual worlds in which people can move around digitally and chat and interact with other users. Architecture is one of the basic elements in the virtual world of Metaverse. The three-dimensional properties and design methods of buildings are naturally connected with 3D visualization technology. The expression of diverse artistic effects is currently a hot spot in the academic and industrial circles. [0003] The stylization transfer technology that has emerged in recent years is a very creative work in the field of deep learning. It can subtly integrate the painting style of an artistic style painting X into the content image Y, and generate a new image YX. YX not only maintai...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/13G06T17/10G06N3/04
CPCG06F30/13G06T17/10G06N3/045
Inventor 何文武宋彬蒙胜宇
Owner 北京飞渡科技股份有限公司
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