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Multi-modal infinite expression synthesis method and device based on virtual digital human

An expression synthesis and multi-modal technology, applied in character and pattern recognition, image data processing, still image data retrieval, etc., can solve problems such as difficult application of generalized scenes, complex processing process of expression processing technology, etc., to simplify expression productivity , increase the interactive experience, the effect of anthropomorphic real emotion

Pending Publication Date: 2021-12-07
小哆智能科技(北京)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] To this end, the present invention provides a multi-modal infinite expression synthesis method and device based on a virtual digital human to solve the problem that the existing expression processing technology has a complicated processing process and is difficult to apply to more generalized scenarios

Method used

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  • Multi-modal infinite expression synthesis method and device based on virtual digital human
  • Multi-modal infinite expression synthesis method and device based on virtual digital human
  • Multi-modal infinite expression synthesis method and device based on virtual digital human

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Experimental program
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Embodiment 1

[0034] see figure 1 and figure 2 , providing a multi-modal infinite expression synthesis method based on a virtual digital human, comprising the following steps:

[0035] S1. Obtain basic expression material, and convert the basic expression material into an expression digital model for storage;

[0036] S2. Classifying the expression digital models to obtain a classified expression model library; the classified expression model library includes a micro-expression library, a macro-expression library and a mouth-shaped library, and stores the basic expression material through the classified expression model library identity tag;

[0037] S3. Using the identity tag, select an expression digital model to be synthesized from the classified expression model library, and generate the selected expression digital model into a synthesized expression.

[0038] see image 3 , in this embodiment, the method of acquiring the basic expression material includes: collecting or scanning t...

Embodiment 2

[0054] see Figure 5 , the present invention also provides a multi-modal infinite expression synthesis device based on a virtual digital human, including:

[0055] The expression material acquisition module 1 is used to obtain the basic expression material, and converts the basic expression material into an expression digital model for storage;

[0056] Expression model classification module 2, is used for classifying described expression digital model, obtains classification expression model storehouse; Described classification expression model storehouse comprises micro-expression storehouse, macro expression storehouse and mouth shape storehouse, stores by described classification expression model storehouse The identity tag of the basic expression material;

[0057] Synthetic expression generation module 3 is used for using said identity tag to select an expression digital model to be synthesized from said classified expression model library, and generate the selected exp...

Embodiment 3

[0066] Embodiment 3 of the present invention provides a non-transitory computer-readable storage medium, the computer-readable storage medium stores program codes for a multi-modal infinite expression synthesis method based on a virtual digital human, and the program codes include: Execute the instructions of the virtual digital human-based multi-modal infinite expression synthesis method in Embodiment 1 or any possible implementation thereof.

[0067] The computer-readable storage medium may be any available medium that can be accessed by a computer, or a data storage device such as a server, a data center, etc. integrated with one or more available media. The available medium may be a magnetic medium (for example, a floppy disk, a hard disk, or a magnetic tape), an optical medium (for example, DVD), or a semiconductor medium (for example, a solid state disk (SolidState Disk, SSD)).

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Abstract

The invention discloses a multi-modal infinite expression synthesis method and device based on a virtual digital human; wherein the method comprises the steps: obtaining a basic expression material, and converting the basic expression material into an expression digital model for storage; classifying the expression digital models to obtain a classified expression model library, wherein the classification expression model library comprises a micro expression library, a macro expression library and a mouth shape library, and identity tags of basic expression materials are stored through the classification expression model library; and selecting a to-be-synthesized expression digital model from the classified expression model library by using the identity tag, and generating a synthesized expression from the selected expression digital model. According to the method, facial expressions of various combinations can be infinitely generated theoretically, the expression productivity of portraits is greatly simplified, the method can be widely applied to scenes such as virtual digital persons, intelligent robots, chat robots and emotion robots, the virtual persons have more anthropomorphic real emotions, and the interactive experience of users is greatly improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence or augmented reality, in particular to a method and device for synthesizing multimodal infinite expressions based on a virtual digital human. Background technique [0002] The virtual digital human is based on technologies such as computer vision and speech synthesis. After model training of images, voices, actions, etc., you can freely input any text in the background to generate a short video of a "real person" explaining it. At this stage, in the service, game or film and television industries, when it comes to virtual characters, it is necessary to use various expressions according to the scene, and use them as the basis for the expressions of the virtual characters to make the characters more and more vivid and lifelike. [0003] In the existing technology, the original facial expression capture system requires the actor to wear special hardware equipment, capture the actor's ...

Claims

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Application Information

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IPC IPC(8): G06T13/40G06K9/62G06F16/53
CPCG06T13/40G06F16/53G06F18/241
Inventor 余国军毛海涛虞强
Owner 小哆智能科技(北京)有限公司