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Elastic body spline technique for feature point generation and face modeling.
Chung J Kuo1, Jui-Hsin Hung, Meng-Han Tsai
1Magnetics and Microwave Business Unit, Components Business Group, Delta Electronics, Inc., Taoyuan, Taiwan, ROC. chung.kuo@delta.com.tw
Summary
This study introduces a new method for realistic facial animation using physics-based transformations. By analyzing regional elastic properties, it enhances the accuracy of facial mesh deformation for improved animation.
Area of Science:
- Computer graphics
- Image processing
- Computational physics
Background:
- Facial animation is crucial for realistic digital characters, especially with the MPEG-4 standard.
- Current mesh-based facial animation often uses elastic body spline (EBS) with uniform elastic properties.
- This uniform property assumption limits the realism of expressions.
Purpose of the Study:
- To improve the realism of facial animation by refining the elastic body spline (EBS) method.
- To develop an algorithm that accounts for varying elastic properties across different facial regions.
- To achieve more accurate deformation of facial mesh models for enhanced animation.
Main Methods:
- Partitioning facial images into distinct regions.
- Proposing an iterative algorithm to determine the unique elastic property for each facial region.
- Applying these regional properties to calculate EBS for mesh vertices.
Main Results:
- Successfully determined region-specific elastic properties for facial mesh deformation.
- The proposed iterative algorithm enables more precise control over facial mesh transformations.
- Demonstrated a method to achieve more realistic facial animations compared to uniform property approaches.
Conclusions:
- Accounting for regional variations in elastic properties significantly enhances facial animation realism.
- The developed iterative algorithm provides a robust method for calculating accurate EBS parameters.
- This research contributes to more lifelike digital human representations in computer graphics.