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Image generation method and device and computer storage medium

An image generation and image technology, applied in the computer field, can solve problems such as changing face images

Pending Publication Date: 2020-01-24
SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Virtual reality technology (Virtual Reality, VR) and video face-changing in sci-fi action movies are important applications of face image translation, but in the prior art, image translation combined with two face images needs to be performed manually, and Changed the content of the original face image

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  • Image generation method and device and computer storage medium
  • Image generation method and device and computer storage medium
  • Image generation method and device and computer storage medium

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Embodiment Construction

[0100] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0101] See figure 1 , is a system architecture diagram of an image generation method provided in an embodiment of the present application. The server 10a provides services for the user terminal cluster, and the user terminal cluster may include: a server 10b, a user terminal 10c, . . . , a user terminal 10d. When the user terminal (which can be the server 10b, the user terminal 10c or the user terminal 10d) acquires two types of human face images and needs to comb...

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Abstract

The embodiment of the invention discloses an image generation method and device and a computer storage medium, and the method comprises the steps: obtaining a first image, and inputting the first image into a discrimination model; wherein the discrimination model comprises a plurality of category labels; extracting a first object feature vector associated with each category label in the first image based on the discrimination model, obtaining a category label probability corresponding to each category label according to the first object feature vector, and generating a semantic vector of the first image according to the category label probability; obtaining a second image, and inputting the semantic vector and the second image into a semantic migration model; and fusing the semantic vectorand a second object feature vector corresponding to the second image based on the semantic migration model to obtain a fused feature vector, and outputting a third image according to the fused feature vector. According to the invention, a new face image containing the original image content and features can be generated through the two face images.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to an image generation method, device and computer storage medium. Background technique [0002] Face image translation is to automatically convert a face image from its original form to a synthetic form (style change, partial content change, etc.), while retaining the structure or semantics of the original face image, which has attracted much attention in the field of computer vision. topic. [0003] Virtual reality technology (Virtual Reality, VR) and video face-changing in sci-fi action movies are important applications of face image translation, but in the prior art, image translation combined with two face images needs to be performed manually, and The content of the original face image is changed. [0004] Therefore, with the rapid development of deep convolution and generative adversarial networks, it is necessary to propose a method that can preserve the co...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06F18/22G06F18/241
Inventor 夏轩于峰崎董楚楚
Owner SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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