Grid-Based Virtual Avatar Rendering for Accurate Face Mapping
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Solution Overview
Problem
Existing virtual avatar rendering technologies are limited by preset libraries, leading to inaccurate representation of real faces.
Innovation Solution
A method and apparatus that convert facial image components into grid components, generating a virtual avatar based on these grid images, allowing for dynamic rendering and improved representation of real faces.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If a preset library matching method is used to generate virtual avatars, then the rendering process is simplified and faster, but the accuracy and fidelity of representing real faces deteriorates
Solution Approach 1:
The facial image is segmented into multiple components including skin components and facial feature components. Each component is processed separately through grid conversion, allowing the system to maintain both processing efficiency and representation accuracy by handling different facial elements independently rather than matching from a preset library
Solution Approach 2:
The patent transitions from a static preset library approach to a dynamic grid-based rendering system. The grid image is generated dynamically from the actual facial image components, enabling the virtual avatar to accurately represent the specific real face being rendered rather than selecting from pre-defined options
2Device complexity
If a preset library is used for avatar generation, then device complexity is reduced, but the ability to represent diverse and accurate facial features deteriorates
Solution Approach 1:
The patent replaces the mechanical approach of selecting from a preset library with an image processing approach using grid conversion. By converting facial image components into grid components and rendering based on these grids, the system achieves versatile facial feature representation through algorithmic processing rather than relying on a fixed library of pre-defined avatars
Data Source
AI summary
Embodiments of the present disclosure disclose a virtual avatar rendering method and apparatus, an electronic device, and a storage medium. The method includes: obtaining at least one component in a facial image; obtaining a grid image corresponding to the facial image by converting the at least one component into a grid component; and generating a virtual avatar based on the grid image and rendering the virtual avatar.


