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Image processing method and device, storage medium and computer equipment

An image processing and image technology, applied in the field of images, can solve the problem that the face image can not be converted into a virtual image and can not meet the needs of users.

Pending Publication Date: 2022-07-15
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide an image processing method, device, storage medium, and computer equipment to at least solve the technical problem in the related art that converting facial images into avatars cannot meet user needs

Method used

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  • Image processing method and device, storage medium and computer equipment
  • Image processing method and device, storage medium and computer equipment
  • Image processing method and device, storage medium and computer equipment

Examples

Experimental program
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Embodiment 1

[0039] According to an embodiment of the present invention, an image processing method embodiment is also provided. It should be noted that the steps shown in the flowchart of the accompanying drawings may be executed in a computer system such as a set of computer-executable instructions, and although A logical order is shown in the flowcharts, but in some cases steps shown or described may be performed in an order different from that herein.

[0040] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A block diagram of the hardware structure of a computer terminal (or mobile device) for implementing the image processing method is shown. like figure 1 As shown, the computer terminal 10 (or mobile device) may include one or more (shown as 102a, 102b, . A processing device such as a programmable logic device FPGA), a memory 104 for storing data, and a trans...

Embodiment 2

[0083] According to an embodiment of the present invention, an apparatus for implementing the above-mentioned first image processing method is also provided. Figure 9 is a structural block diagram of an image processing apparatus 1 according to Embodiment 2 of the present invention, such as Figure 9 As shown, the device includes: a first acquisition module 92 , a first extraction module 94 , a first generation module 96 , a first processing module 98 and a first adjustment module 99 . The device is described in detail below:

[0084] The first acquisition module 92 is used to acquire the facial image of the object;

[0085] The first extraction module 94, connected to the above-mentioned first acquisition module 92, is used for extracting facial features in the facial image;

[0086] The first generation module 96 is connected to the above-mentioned first extraction module 94, and is used for generating the face of the avatar according to the facial features, wherein the f...

Embodiment 3

[0091] According to an embodiment of the present invention, an apparatus for implementing the above-mentioned second image processing method is also provided. Figure 10 is a structural block diagram of the second image processing apparatus according to Embodiment 3 of the present invention, such as Figure 10 As shown, the device includes: a second acquisition module 102 and a first training module 104, and the device is described in detail below:

[0092] The second obtaining module 102 is configured to obtain a first data set, wherein the first data set includes: a face image, a first face parameter set to be processed, and a second face parameter set after processing the face , wherein the face is the face of the avatar corresponding to the face image, and the face of the avatar is generated according to the facial features in the face image;

[0093] The first training module 104 is connected to the above-mentioned second acquisition module 102, and is used for performin...

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Abstract

The invention discloses an image processing method and device, a storage medium and computer equipment. The method comprises the following steps: acquiring a face image of an object; extracting face features in the face image; the face of the virtual image is generated according to the face features, and the face of the virtual image is represented by adopting a first face parameter set; the first face parameter set is input into a face processing model to obtain a second face parameter set, the face processing model is obtained by adopting a first data set to perform machine training, and the first data set comprises a face image, a to-be-processed first face parameter set and a second face parameter set after face processing; and adjusting the face of the virtual image according to the second face parameter set. According to the invention, the technical problem that the conversion of the face image into the virtual image cannot meet the requirements of the user in the related art is solved.

Description

technical field [0001] The present invention relates to the field of images, and in particular, to an image processing method, apparatus, storage medium and computer equipment. Background technique [0002] With the development of 3D rendering technology and the popularization of hardware capable of supporting 3D rendering, in today's era of widespread popularity of short videos and live broadcasts, real objects, especially the faces of real objects, are transformed into 3D virtual objects. The introduction of images into video is an obvious trend. In the process of converting a face image into an avatar, only pursuing the consistency of the modeling result with the sample image cannot meet the needs of users. [0003] For the above problems, no effective solution has been proposed yet. SUMMARY OF THE INVENTION [0004] Embodiments of the present invention provide an image processing method, apparatus, storage medium, and computer equipment to at least solve the technica...

Claims

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Application Information

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IPC IPC(8): G06T5/00G06T13/40G06T19/20
CPCG06T13/40G06T19/20G06T2219/2024G06T2207/30201G06T5/77
Inventor 冯晓端赵海明张邦潘攀徐盈辉
Owner ALIBABA GRP HLDG LTD
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