GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation
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Summary
This summary is machine-generated.GetMesh is a novel generative model for 3D mesh creation and editing. It efficiently generates detailed meshes with textures and offers fine-grained control for modifications.
Area Of Science
- Computer Graphics
- Artificial Intelligence
Background
- 3D meshes are crucial for industrial applications and graphics rendering.
- Current mesh creation and manipulation are time-consuming and labor-intensive due to irregular structures.
Purpose Of The Study
- Introduce GetMesh, a new generative model for mesh generation and manipulation.
- Address limitations of existing methods in terms of efficiency and control.
Main Methods
- Utilizes a dynamic number of points as latent representation.
- Organizes latent points into a triplane representation for generation.
- Employs generative modeling for mesh creation and modification.
Main Results
- GetMesh generates meshes with geometric details, sharp features, and textures.
- Significantly outperforms existing methods in single and multi-category generation.
- Enables fine-grained control over mesh topology, parts, and cross-category combinations.
Conclusions
- GetMesh offers a powerful and flexible solution for 3D mesh generation and manipulation.
- Provides intuitive and efficient control for complex editing tasks.
- Advances the state-of-the-art in generative mesh models.
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