Image generation method and apparatus

An image generation and image technology, applied in the computer field, can solve the problems of poor try-on effect and unreal try-on effect.

Active Publication Date: 2018-03-27
BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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  • Abstract
  • Description
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Problems solved by technology

However, the existing image applications have disadvantages such as poor ...

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  • Image generation method and apparatus

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Embodiment Construction

[0048] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0049] Generative Adversarial Networks (GAN), including a generation network and a discriminative network. The generative network captures the distribution of sample data, and the discriminative network is a binary classifier used to distinguish whether the input is real data or generated samples. The optimization process of generative adversarial network is a binary minimax game prob...

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Abstract

The invention discloses an image generation method and apparatus. The image generation method includes the steps: according to the image of a face without wearing glasses and the corresponding image of a face wearing glasses, obtaining an image generation network through training; and inputting the image, of the face without wearing glasses, to be processed into the image generation network to generate a first image of the face trying on the glasses. The image generation method and apparatus can obtain the image generation network through training of the image of the face without wearing glasses and the corresponding image of the face wearing glasses so as to realize generation of the first image of the face trying on the glasses with relatively higher trueness when the image, of the facewithout wearing glasses, to be processed to the image generation network.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to an image generation method and device. Background technique [0002] At present, a variety of image applications with entertainment properties can be installed on terminal devices (for example, smart phones, etc.), and these image applications can perform entertainment processing on faces in images, for example, try on accessories (for example, try on glasses, try on a hat), etc. However, the existing image application has disadvantages such as poor try-on effect and unreal try-on effect in the process of trying on accessories. Contents of the invention [0003] In order to overcome the problems existing in related technologies, the present disclosure provides an image generation method and device. [0004] According to a first aspect of an embodiment of the present disclosure, an image generation method is provided, including: [0005] According to the face i...

Claims

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Application Information

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IPC IPC(8): G06T3/00G06Q30/06
CPCG06Q30/0643G06T3/0012
Inventor 张水发
Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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